AI Platform | Google Cloud

<!doctype html> <html lang="en" dir="ltr"> <head><script type="text/javascript" src="/_static/js/bundle-playback.js?v=HxkREWBo" charset="utf-8"></script> <script type="text/javascript" src="/_static/js/wombat.js?v=txqj7nKC" charset="utf-8"></script> <script>window.RufflePlayer=window.RufflePlayer||{};window.RufflePlayer.config={"autoplay":"on","unmuteOverlay":"hidden"};</script> <script type="text/javascript" src="/_static/js/ruffle/ruffle.js"></script> <script type="text/javascript"> __wm.init("https://web.archive.org/web"); __wm.wombat("https://cloud.google.com/ai-platform/","20210217185448","https://web.archive.org/","web","/_static/", "1613588088"); </script> <link rel="stylesheet" type="text/css" href="/_static/css/banner-styles.css?v=S1zqJCYt" /> <link rel="stylesheet" type="text/css" href="/_static/css/iconochive.css?v=3PDvdIFv" />  <meta name="google-signin-client-id" content="721724668570-nbkv1cfusk7kk4eni4pjvepaus73b13t.apps.googleusercontent.com"> <meta name="google-signin-scope" content="profile email"> <meta property="og:site_name" content="Google Cloud"> <meta property="og:type" content="website"> <meta name="theme-color" content="#039be5"> <meta charset="utf-8"> <meta content="IE=Edge" http-equiv="X-UA-Compatible"> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="manifest" href="/web/20210217185448/https://cloud.google.com/_pwa/cloud/manifest.json" crossorigin="use-credentials"> <link rel="preconnect" href="//web.archive.org/web/20210217185448/https://www.gstatic.com/" crossorigin> <link rel="preconnect" href="//web.archive.org/web/20210217185448/https://fonts.gstatic.com/" crossorigin> <link rel="preconnect" href="//web.archive.org/web/20210217185448/https://fonts.googleapis.com/" crossorigin> <link rel="preconnect" href="//web.archive.org/web/20210217185448/https://apis.google.com/" crossorigin> <link rel="preconnect" href="//web.archive.org/web/20210217185448/https://www.google-analytics.com/" crossorigin> <link rel="stylesheet" href="//web.archive.org/web/20210217185448cs_/https://fonts.googleapis.com/css?family=Google+Sans:400,500|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700|Material+Icons"> <link rel="stylesheet" href="https://web.archive.org/web/20210217185448cs_/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/css/app.css"> <noscript> </noscript> <link rel="shortcut icon" href="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/images/favicons/onecloud/favicon.ico"> <link rel="apple-touch-icon" href="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/images/favicons/onecloud/super_cloud.png"><link rel="canonical" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform"><link rel="search" type="application/opensearchdescription+xml" title="Google Cloud" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/s/opensearch.xml"> <title>AI Platform  |  Google Cloud</title> <meta property="og:title" content="AI Platform | Google Cloud"> <meta name="description" content="A development platform to build AI apps that run on Google Cloud and on-premises. Take your ML projects to production, quickly, and cost-effectively."> <meta property="og:description" content="A development platform to build AI apps that run on Google Cloud and on-premises. Take your ML projects to production, quickly, and cost-effectively."> <meta property="og:url" content="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform"> <meta property="og:image" content="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png"> <meta property="og:image:width" content="1200"> <meta property="og:image:height" content="630"> <meta property="og:locale" content="en"> <meta name="twitter:card" content="summary_large_image"> <meta name="track-metadata-page_template" content="Product v2 Template"> <meta name="track-metadata-page_publishing_platform" content="bricks"> </head> <body type="marketing" theme="cloud-theme" class="" layout="full" free-trial pending> <devsite-progress type="indeterminate" id="app-progress"></devsite-progress> <section class="devsite-wrapper"><cloudx-track></cloudx-track> <cloudx-utils-init></cloudx-utils-init> <devsite-header keep-tabs-visible> <div class="devsite-header--inner nocontent"> <div class="devsite-top-logo-row-wrapper-wrapper"> <div class="devsite-top-logo-row-wrapper"> <div class="devsite-top-logo-row"> <button type="button" id="devsite-hamburger-menu" class="devsite-header-icon-button button-flat material-icons gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Navigation menu button" visually-hidden aria-label="Open menu"> </button> <div class="devsite-product-name-wrapper"> <a href="/web/20210217185448/https://cloud.google.com/" class="devsite-site-logo-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Site logo" track-type="globalNav" track-name="googleCloud" track-metadata-position="nav" track-metadata-eventdetail="nav"> <img src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/images/cloud-logo.svg" class="devsite-site-logo" alt="Google Cloud"> </a> <span class="devsite-product-name"> <ul class="devsite-breadcrumb-list"> <li class="devsite-breadcrumb-item devsite-has-google-wordmark"> </li> </ul> </span> </div> <div class="devsite-top-logo-row-middle"> <div class="devsite-header-upper-tabs"> <cloudx-tabs-nav class="upper-tabs"> <nav class="devsite-tabs-wrapper" aria-label="Upper tabs"> <tab dropdown clickable> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/why-google-cloud" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="whyGoogle" aria-haspopup="true" aria-expanded="false" data-category="Site-Wide Custom Events" data-label="Tab: Why Google" track-type="globalNav" track-name="whyGoogle" track-metadata-position="nav" track-metadata-eventdetail="nav"> Why Google </a> <a href="#" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu" role="button" track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="whyGoogle" data-category="Site-Wide Custom Events" data-label="Tab: Why Google" track-type="globalNav" track-name="whyGoogle" track-metadata-position="nav" track-metadata-eventdetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column cloud-nav-half-width cloud-nav-menu-why-google cloud-nav-border-right "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type1 cloud-dropdown-halfwidth cloud-dropdown--cta-container "> <li class="devsite-nav-title" role="heading" tooltip>Transform your business with innovative solutions</li> <li class="devsite-nav-description">Whether your business is early in its journey or well on its way to digital transformation, Google Cloud's solutions and technologies help solve your toughest challenges. </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/why-google-cloud" track-type="navMenu" track-name="Learn more" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/why-google-cloud" tooltip track-name="whyGoogle" track-metadata-eventdetail="learnMore"> <div class="devsite-nav-item-title"> Learn more </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Why Google Cloud</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/why-google-cloud" track-type="navMenu" track-name="Choosing Google Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/why-google-cloud" tooltip track-metadata-eventdetail="choosingGoogleCloud" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Choosing Google Cloud </div> <div class="devsite-nav-item-description"> Reasons why businesses choose us. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/multicloud" track-type="navMenu" track-name="Multicloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/multicloud" tooltip track-name="whyGoogle" track-metadata-eventdetail="multicloud"> <div class="devsite-nav-item-title"> Multicloud </div> <div class="devsite-nav-item-description"> Run your apps wherever you need them. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/security" track-type="navMenu" track-name="Trust and security" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/security" tooltip track-name="whyGoogle" track-metadata-eventdetail="trustAndSecurity"> <div class="devsite-nav-item-title"> Trust and security </div> <div class="devsite-nav-item-description"> Keep your data secure and compliant. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/infrastructure" track-type="navMenu" track-name="Global infrastructure" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/infrastructure" tooltip track-metadata-eventdetail="globalInfrastructure" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Global infrastructure </div> <div class="devsite-nav-item-description"> Build on the same infrastructure Google uses. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/smart-analytics" track-type="navMenu" track-name="Data analytics" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/smart-analytics" tooltip track-name="whyGoogle" track-metadata-eventdetail="dataAnalytics"> <div class="devsite-nav-item-title"> Data analytics </div> <div class="devsite-nav-item-description"> Make smarter decisions with the leading data platform. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-noheading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/open-cloud" track-type="navMenu" track-name="Open cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/open-cloud" tooltip track-metadata-eventdetail="openCloud" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Open cloud </div> <div class="devsite-nav-item-description"> Scale with open, flexible technology. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sustainability" track-type="navMenu" track-name="Sustainability" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sustainability" tooltip track-metadata-eventdetail="sustainability" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Sustainability </div> <div class="devsite-nav-item-description"> Run on the cleanest cloud in the industry. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/analyst-reports" track-type="navMenu" track-name="Analyst reports" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/analyst-reports" tooltip track-metadata-eventdetail="analystReports" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Analyst reports </div> <div class="devsite-nav-item-description"> See how Google Cloud ranks. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/customers" track-type="navMenu" track-name="Customer stories" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/customers" tooltip track-metadata-eventdetail="customerStories" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Customer stories </div> <div class="devsite-nav-item-description"> Learn how businesses use Google Cloud. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/blog" track-type="navMenu" track-name="Google Cloud Blog" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/blog" tooltip track-metadata-eventdetail="googleCloudBlog" track-name="whyGoogle"> <div class="devsite-nav-item-title"> Google Cloud Blog </div> <div class="devsite-nav-item-description"> Read the latest story and product updates. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab dropdown dropdown-full clickable generated-tab-menu> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="solutions" aria-haspopup="true" aria-expanded="false" data-category="Site-Wide Custom Events" data-label="Tab: Solutions" track-type="globalNav" track-name="solutions" track-metadata-position="nav" track-metadata-eventdetail="nav"> Solutions </a> <a href="#" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu" role="button" track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="solutions" data-category="Site-Wide Custom Events" data-label="Tab: Solutions" track-type="globalNav" track-name="solutions" track-metadata-position="nav" track-metadata-eventdetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions#industry-solutions" track-type="navMenu" track-name="Industry Solutions" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions#industry-solutions" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Industry Solutions </div> <div class="devsite-nav-item-description"> Reduce cost, increase operational agility, and capture new market opportunities. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/retail" track-type="navMenu" track-name="Retail" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/retail" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/retail.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Retail </div> <div class="devsite-nav-item-description"> Analytics and collaboration tools for the retail value chain. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/cpg" track-type="navMenu" track-name="Consumer Packaged Goods" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/cpg" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/cpg.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Consumer Packaged Goods </div> <div class="devsite-nav-item-description"> Solutions for CPG digital transformation and brand growth. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/financial-services" track-type="navMenu" track-name="Financial Services" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/financial-services" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/finance.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Financial Services </div> <div class="devsite-nav-item-description"> Computing, data management, and analytics tools for financial services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/healthcare-life-sciences" track-type="navMenu" track-name="Healthcare and Life Sciences" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/healthcare-life-sciences" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/hcls.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Healthcare and Life Sciences </div> <div class="devsite-nav-item-description"> Health-specific solutions to enhance the patient experience. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/media-entertainment" track-type="navMenu" track-name="Media and Entertainment" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/media-entertainment" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/media.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Media and Entertainment </div> <div class="devsite-nav-item-description"> Solutions for content production and distribution operations. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/telecommunications" track-type="navMenu" track-name="Telecommunications" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/telecommunications" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/telecommunications.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Telecommunications </div> <div class="devsite-nav-item-description"> Hybrid and multi-cloud services to deploy and monetize 5G. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/gaming" track-type="navMenu" track-name="Gaming" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/gaming" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/gaming.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Gaming </div> <div class="devsite-nav-item-description"> AI-driven solutions to build and scale games faster. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/manufacturing" track-type="navMenu" track-name="Manufacturing" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/manufacturing" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/manufacturing.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Manufacturing </div> <div class="devsite-nav-item-description"> Migration and AI tools to optimize the manufacturing value chain. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/energy" track-type="navMenu" track-name="Energy" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/energy" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/energy.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Energy </div> <div class="devsite-nav-item-description"> Multi-cloud and hybrid solutions for energy companies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/government" track-type="navMenu" track-name="Government" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/government" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/government.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Government </div> <div class="devsite-nav-item-description"> Data storage, AI, and analytics solutions for government agencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/education" track-type="navMenu" track-name="Education" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/education" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/education.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Education </div> <div class="devsite-nav-item-description"> Teaching tools to provide more engaging learning experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/smb" track-type="navMenu" track-name="Small and Medium Business" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/smb" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/smb.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Small and Medium Business </div> <div class="devsite-nav-item-description"> Explore SMB solutions for web hosting, app development, AI, analytics, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border dropdown-tabbed-menu-button-target hidden"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions" track-type="navMenu" track-name="See all solutions" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions" tooltip track-metadata-eventdetail="see all solutions" track-type="navMenu" track-metadata-module_headline="featured solutions" track-metadata-position="nav - tertiary" track-name="solutions" track-metadata-href="cloud.google.com/solutions"> <div class="devsite-nav-item-title"> See all solutions </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/application-modernization" track-type="navMenu" track-name="Application Modernization" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/application-modernization" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Application Modernization </div> <div class="devsite-nav-item-description"> Develop and run applications anywhere, using cloud-native technologies like containers, serverless, and service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/hybrid-and-multicloud-application-platform" track-type="navMenu" track-name="Hybrid and Multi-cloud Application Platform" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/hybrid-and-multicloud-application-platform" tooltip> <div class="devsite-nav-item-title"> Hybrid and Multi-cloud Application Platform </div> <div class="devsite-nav-item-description"> Platform for modernizing legacy apps and building new apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/cloud-native-app-development" track-type="navMenu" track-name="Cloud-Native App Development" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/cloud-native-app-development" tooltip> <div class="devsite-nav-item-title"> Cloud-Native App Development </div> <div class="devsite-nav-item-description"> End-to-end solution for building, deploying, and managing apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/serverless" track-type="navMenu" track-name="Serverless Solutions" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/serverless" tooltip> <div class="devsite-nav-item-title"> Serverless Solutions </div> <div class="devsite-nav-item-description"> Fully managed environment for developing, deploying and scaling apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/devops" track-type="navMenu" track-name="DevOps" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/devops" tooltip> <div class="devsite-nav-item-title"> DevOps </div> <div class="devsite-nav-item-description"> Processes and resources for implementing DevOps in your org. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/configuration-management" track-type="navMenu" track-name="Configuration Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/configuration-management" tooltip> <div class="devsite-nav-item-title"> Configuration Management </div> <div class="devsite-nav-item-description"> Tools for automating and maintaining system configurations. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/continuous-delivery" track-type="navMenu" track-name="Continuous Delivery (CD)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/continuous-delivery" tooltip> <div class="devsite-nav-item-title"> Continuous Delivery (CD) </div> <div class="devsite-nav-item-description"> End-to-end automation from source to production. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/continuous-integration" track-type="navMenu" track-name="Continuous Integration (CI)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/continuous-integration" tooltip> <div class="devsite-nav-item-title"> Continuous Integration (CI) </div> <div class="devsite-nav-item-description"> Fast feedback on code changes at scale. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/infrastructure-as-code" track-type="navMenu" track-name="Infrastructure as Code" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/infrastructure-as-code" tooltip> <div class="devsite-nav-item-title"> Infrastructure as Code </div> <div class="devsite-nav-item-description"> Automate repeatable tasks for one machine or millions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/secrets-management" track-type="navMenu" track-name="Secrets Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/secrets-management" tooltip> <div class="devsite-nav-item-title"> Secrets Management </div> <div class="devsite-nav-item-description"> Encrypt, store, manage, and audit infrastructure and application-level secrets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/mainframe-modernization" track-type="navMenu" track-name="Mainframe Modernization" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/mainframe-modernization" tooltip> <div class="devsite-nav-item-title"> Mainframe Modernization </div> <div class="devsite-nav-item-description"> Automated tools and prescriptive guidance for moving to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/web-hosting" track-type="navMenu" track-name="Hosting" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/web-hosting" tooltip> <div class="devsite-nav-item-title"> Hosting </div> <div class="devsite-nav-item-description"> Services and infrastructure for building web apps and websites. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/ai" track-type="navMenu" track-name="Artificial Intelligence" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/ai" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Artificial Intelligence </div> <div class="devsite-nav-item-description"> Add intelligence and efficiency to your business with AI and machine learning. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/build-and-use-ai" track-type="navMenu" track-name="Build and Use AI" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/build-and-use-ai" tooltip> <div class="devsite-nav-item-title"> Build and Use AI </div> <div class="devsite-nav-item-description"> Products to build and use artificial intelligence. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/contact-center" track-type="navMenu" track-name="Contact Center AI" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/contact-center" tooltip> <div class="devsite-nav-item-title"> Contact Center AI </div> <div class="devsite-nav-item-description"> AI model for speaking with customers and assisting human agents. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/document-ai" track-type="navMenu" track-name="Document AI" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/document-ai" tooltip> <div class="devsite-nav-item-title"> Document AI </div> <div class="devsite-nav-item-description"> Machine learning and AI to unlock insights from your documents. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/talent-solution" track-type="navMenu" track-name="Cloud Talent Solution" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/talent-solution" tooltip> <div class="devsite-nav-item-title"> Cloud Talent Solution </div> <div class="devsite-nav-item-description"> AI with job search and talent acquisition capabilities. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/business-application-platform" track-type="navMenu" track-name="Business Application Platform" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/business-application-platform" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Business Application Platform </div> <div class="devsite-nav-item-description"> Speed up the pace of innovation without coding, using APIs, apps, and automation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/new-channels-using-apis" track-type="navMenu" track-name="New Business Channels Using APIs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/new-channels-using-apis" tooltip> <div class="devsite-nav-item-title"> New Business Channels Using APIs </div> <div class="devsite-nav-item-description"> Attract and empower an ecosystem of developers and partners. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/unlocking-legacy-applications" track-type="navMenu" track-name="Unlocking Legacy Applications Using APIs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/unlocking-legacy-applications" tooltip> <div class="devsite-nav-item-title"> Unlocking Legacy Applications Using APIs </div> <div class="devsite-nav-item-description"> Cloud services for extending and modernizing legacy apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/apigee/solutions/open-banking-apix" track-type="navMenu" track-name="Open Banking APIx" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee/solutions/open-banking-apix" tooltip> <div class="devsite-nav-item-title"> Open Banking APIx </div> <div class="devsite-nav-item-description"> Simplify and accelerate secure delivery of open banking compliant APIs. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/databases" track-type="navMenu" track-name="Databases" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/databases" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Databases </div> <div class="devsite-nav-item-description"> Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/database-migration" track-type="navMenu" track-name="Database Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/database-migration" tooltip> <div class="devsite-nav-item-title"> Database Migration </div> <div class="devsite-nav-item-description"> Guides and tools to simplify your database migration life cycle. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/database-modernization" track-type="navMenu" track-name="Database Modernization" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/database-modernization" tooltip> <div class="devsite-nav-item-title"> Database Modernization </div> <div class="devsite-nav-item-description"> Upgrades to modernize your operational database infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/databases" track-type="navMenu" track-name="Google Cloud Databases" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/databases" tooltip> <div class="devsite-nav-item-title"> Google Cloud Databases </div> <div class="devsite-nav-item-description"> Database services to migrate, manage, and modernize data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/migrate-oracle-workloads" track-type="navMenu" track-name="Migrate Oracle workloads to Google Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/migrate-oracle-workloads" tooltip> <div class="devsite-nav-item-title"> Migrate Oracle workloads to Google Cloud </div> <div class="devsite-nav-item-description"> Rehost, replatform, rewrite your Oracle workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/open-source-databases" track-type="navMenu" track-name="Open Source Databases" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/open-source-databases" tooltip> <div class="devsite-nav-item-title"> Open Source Databases </div> <div class="devsite-nav-item-description"> Fully managed open source databases with enterprise-grade support. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sql-server" track-type="navMenu" track-name="SQL Server on Google Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sql-server" tooltip> <div class="devsite-nav-item-title"> SQL Server on Google Cloud </div> <div class="devsite-nav-item-description"> Options for running SQL Server virtual machines on Google Cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-title" role="heading" tooltip>Digital Transformation</li> <li class="devsite-nav-description">Accelerate business recovery and ensure a better future with solutions that enable hybrid and multi-cloud, generate intelligent insights, and keep your workers connected.</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/business-continuity" track-type="navMenu" track-name="Business Continuity" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/business-continuity" tooltip> <div class="devsite-nav-item-title"> Business Continuity </div> <div class="devsite-nav-item-description"> Proactively plan and prioritize workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/business-innovation" track-type="navMenu" track-name="Digital Innovation" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/business-innovation" tooltip> <div class="devsite-nav-item-title"> Digital Innovation </div> <div class="devsite-nav-item-description"> Reimagine your operations and unlock new opportunities. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/operational-efficiency" track-type="navMenu" track-name="Operational Efficiency" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/operational-efficiency" tooltip> <div class="devsite-nav-item-title"> Operational Efficiency </div> <div class="devsite-nav-item-description"> Prioritize investments and optimize costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/covid19" track-type="navMenu" track-name="COVID-19 Solutions" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/covid19" tooltip> <div class="devsite-nav-item-title"> COVID-19 Solutions </div> <div class="devsite-nav-item-description"> Get work done more safely and securely. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/covid19-healthcare" track-type="navMenu" track-name="COVID-19 Solutions for the Healthcare Industry" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/covid19-healthcare" tooltip> <div class="devsite-nav-item-title"> COVID-19 Solutions for the Healthcare Industry </div> <div class="devsite-nav-item-description"> How Google is helping healthcare meet extraordinary challenges. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/infrastructure-modernization" track-type="navMenu" track-name="Infrastructure Modernization" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/infrastructure-modernization" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Infrastructure Modernization </div> <div class="devsite-nav-item-description"> Migrate quickly with solutions for SAP, VMware, Windows, Oracle, and other workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/application-migration" track-type="navMenu" track-name="Application Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/application-migration" tooltip> <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> Discovery and analysis tools for moving to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/sap" track-type="navMenu" track-name="SAP on Google Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/sap" tooltip> <div class="devsite-nav-item-title"> SAP on Google Cloud </div> <div class="devsite-nav-item-description"> Certifications for running SAP applications and SAP HANA. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/hpc" track-type="navMenu" track-name="High Performance Computing" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/hpc" tooltip> <div class="devsite-nav-item-title"> High Performance Computing </div> <div class="devsite-nav-item-description"> Compute, storage, and networking options to support any workload. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/windows" track-type="navMenu" track-name="Windows on Google Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/windows" tooltip> <div class="devsite-nav-item-title"> Windows on Google Cloud </div> <div class="devsite-nav-item-description"> Tools and partners for running Windows workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/migration-center" track-type="navMenu" track-name="Data Center Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/migration-center" tooltip> <div class="devsite-nav-item-title"> Data Center Migration </div> <div class="devsite-nav-item-description"> Migration solutions for VMs, apps, databases, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/marketing-technology" track-type="navMenu" track-name="Marketing Technology" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/marketing-technology" tooltip> <div class="devsite-nav-item-title"> Marketing Technology </div> <div class="devsite-nav-item-description"> Tools for app hosting, real-time bidding, ad serving, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/active-assist" track-type="navMenu" track-name="Active Assist" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/active-assist" tooltip> <div class="devsite-nav-item-title"> Active Assist </div> <div class="devsite-nav-item-description"> Automatic cloud resource optimization and increased security. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/virtual-desktops" track-type="navMenu" track-name="Virtual Desktops" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/virtual-desktops" tooltip> <div class="devsite-nav-item-title"> Virtual Desktops </div> <div class="devsite-nav-item-description"> Remote work solutions for desktops and applications (VDI & DaaS). </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/cloud-migration-program" track-type="navMenu" track-name="Rapid Assessment & Migration Program (RAMP)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/cloud-migration-program" tooltip> <div class="devsite-nav-item-title"> Rapid Assessment & Migration Program (RAMP) </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/productivity-collaboration" track-type="navMenu" track-name="Productivity and Collaboration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/productivity-collaboration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Productivity and Collaboration </div> <div class="devsite-nav-item-description"> Change the way teams work with solutions designed for humans and built for impact. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" track-type="navMenu" track-name="Google Workspace" track-metadata-position="nav" track-metadata-href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" tooltip> <div class="devsite-nav-item-title"> Google Workspace </div> <div class="devsite-nav-item-description"> Collaboration and productivity tools for enterprises. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/essentials/" track-type="navMenu" track-name="Google Workspace Essentials" track-metadata-position="nav" track-metadata-href="https://workspace.google.com/essentials/" tooltip> <div class="devsite-nav-item-title"> Google Workspace Essentials </div> <div class="devsite-nav-item-description"> Secure video meetings and modern collaboration for teams. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/identity" track-type="navMenu" track-name="Cloud Identity" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/identity" tooltip> <div class="devsite-nav-item-title"> Cloud Identity </div> <div class="devsite-nav-item-description"> Unified platform for IT admins to manage user devices and apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://chromeenterprise.google/" track-type="navMenu" track-name="Chrome Enterprise" track-metadata-position="nav" track-metadata-href="https://chromeenterprise.google/" tooltip> <div class="devsite-nav-item-title"> Chrome Enterprise </div> <div class="devsite-nav-item-description"> Chrome OS, Chrome Browser, and Chrome devices built for business. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/search" track-type="navMenu" track-name="Cloud Search" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/search" tooltip> <div class="devsite-nav-item-title"> Cloud Search </div> <div class="devsite-nav-item-description"> Enterprise search for employees to quickly find company information. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/security" track-type="navMenu" track-name="Security" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/security" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Security </div> <div class="devsite-nav-item-description"> Detect, investigate, and respond to online threats to help protect your business. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/security-analytics-and-operations" track-type="navMenu" track-name="Security Analytics and Operations" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/security-analytics-and-operations" tooltip> <div class="devsite-nav-item-title"> Security Analytics and Operations </div> <div class="devsite-nav-item-description"> Solution for analyzing petabytes of security telemetry. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/web-app-and-api-protection" track-type="navMenu" track-name="Web App and API Protection" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/web-app-and-api-protection" tooltip> <div class="devsite-nav-item-title"> Web App and API Protection </div> <div class="devsite-nav-item-description"> Threat and fraud protection for your web applications and APIs. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/smart-analytics" track-type="navMenu" track-name="Smart Analytics" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/smart-analytics" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Smart Analytics </div> <div class="devsite-nav-item-description"> Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/data-warehouse-modernization" track-type="navMenu" track-name="Data Warehouse Modernization" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/data-warehouse-modernization" tooltip> <div class="devsite-nav-item-title"> Data Warehouse Modernization </div> <div class="devsite-nav-item-description"> Data warehouse to jumpstart your migration and unlock insights. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/stream-analytics" track-type="navMenu" track-name="Stream Analytics" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/stream-analytics" tooltip> <div class="devsite-nav-item-title"> Stream Analytics </div> <div class="devsite-nav-item-description"> Insights from ingesting, processing, and analyzing event streams. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/marketing-analytics" track-type="navMenu" track-name="Marketing Analytics" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/marketing-analytics" tooltip> <div class="devsite-nav-item-title"> Marketing Analytics </div> <div class="devsite-nav-item-description"> Solutions for collecting, analyzing, and activating customer data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/data-lake" track-type="navMenu" track-name="Data Lake Modernization" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/data-lake" tooltip> <div class="devsite-nav-item-title"> Data Lake Modernization </div> <div class="devsite-nav-item-description"> Services for building and modernizing your data lake. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/looker" track-type="navMenu" track-name="Business Intelligence" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/looker" tooltip> <div class="devsite-nav-item-title"> Business Intelligence </div> <div class="devsite-nav-item-description"> Data analytics tools for collecting, analyzing, and activating BI. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab dropdown dropdown-full active clickable generated-tab-menu> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="products" aria-label="Products, selected" aria-haspopup="true" aria-expanded="false" data-category="Site-Wide Custom Events" data-label="Tab: Products" track-type="globalNav" track-name="products" track-metadata-position="nav" track-metadata-eventdetail="nav"> Products </a> <a href="#" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu" role="button" track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="products" data-category="Site-Wide Custom Events" data-label="Tab: Products" track-type="globalNav" track-name="products" track-metadata-position="nav" track-metadata-eventdetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Featured Products</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/compute" track-type="navMenu" track-name="Compute Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/compute" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#computeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Compute Engine </div> <div class="devsite-nav-item-description"> Virtual machines running in Google’s data center. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/storage" track-type="navMenu" track-name="Cloud Storage" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/storage" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudstorage" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Storage </div> <div class="devsite-nav-item-description"> Object storage that’s secure, durable, and scalable. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sdk" track-type="navMenu" track-name="Cloud SDK" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sdk" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudshell" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud SDK </div> <div class="devsite-nav-item-description"> Command-line tools and libraries for Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sql" track-type="navMenu" track-name="Cloud SQL" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sql" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudsql" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud SQL </div> <div class="devsite-nav-item-description"> Relational database services for MySQL, PostgreSQL, and SQL server. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/kubernetes-engine" track-type="navMenu" track-name="Google Kubernetes Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/kubernetes-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#kubernetesengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bigquery" track-type="navMenu" track-name="BigQuery" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigquery" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery </div> <div class="devsite-nav-item-description"> Data warehouse for business agility and insights. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/cdn" track-type="navMenu" track-name="Cloud CDN" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cdn" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudcdn" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for delivering web and video. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dataflow" track-type="navMenu" track-name="Dataflow" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dataflow" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddataflow" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Dataflow </div> <div class="devsite-nav-item-description"> Streaming analytics for stream and batch processing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/operations" track-type="navMenu" track-name="Operations" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/operations" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#stackdriver" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/run" track-type="navMenu" track-name="Cloud Run" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/run" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudrun" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/anthos" track-type="navMenu" track-name="Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#anthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Anthos </div> <div class="devsite-nav-item-description"> Platform for modernizing existing apps and building new ones. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border dropdown-tabbed-menu-button-target"> <li class="devsite-nav-description">Not seeing what you're looking for? </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products" track-type="navMenu" track-name="See all products (100+)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products" tooltip track-metadata-module_headline="featured products" track-type="navMenu" track-metadata-position="nav - tertiary" track-name="products" track-metadata-href="cloud.google.com/products" track-metadata-eventdetail="see all products"> <div class="devsite-nav-item-title"> See all products (100+) </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/ai" track-type="navMenu" track-name="AI and Machine Learning" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/ai" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> AI and Machine Learning </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/speech-to-text" track-type="navMenu" track-name="Speech-to-Text" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/speech-to-text" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudspeechapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Speech-to-Text </div> <div class="devsite-nav-item-description"> Speech recognition and transcription supporting 125 languages. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/vision" track-type="navMenu" track-name="Vision AI" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/vision" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudvisionapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Vision AI </div> <div class="devsite-nav-item-description"> Custom and pre-trained models to detect emotion, text, more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/text-to-speech" track-type="navMenu" track-name="Text-to-Speech" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/text-to-speech" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudtexttospeech" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Text-to-Speech </div> <div class="devsite-nav-item-description"> Speech synthesis in 220+ voices and 40+ languages. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/translate" track-type="navMenu" track-name="Cloud Translation" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/translate" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudtranslationapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Translation </div> <div class="devsite-nav-item-description"> Language detection, translation, and glossary support. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/natural-language" track-type="navMenu" track-name="Cloud Natural Language" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/natural-language" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudnaturallanguageapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Natural Language </div> <div class="devsite-nav-item-description"> Sentiment analysis and classification of unstructured text. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/automl" track-type="navMenu" track-name="AutoML" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/automl" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#automl" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> AutoML </div> <div class="devsite-nav-item-description"> Custom machine learning model training and development. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform" track-type="navMenu" track-name="AI Platform" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/ai-platform" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#aiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> AI Platform </div> <div class="devsite-nav-item-description"> Platform for training, hosting, and managing ML models. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/video-intelligence" track-type="navMenu" track-name="Video AI" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/video-intelligence" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudvideointelligenceapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Video AI </div> <div class="devsite-nav-item-description"> Video classification and recognition using machine learning. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-infrastructure" track-type="navMenu" track-name="AI Infrastructure" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/ai-infrastructure" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#aiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> AI Infrastructure </div> <div class="devsite-nav-item-description"> Options for every business to train deep learning and machine learning models cost-effectively. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dialogflow" track-type="navMenu" track-name="Dialogflow" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dialogflow" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#dialogflow" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Dialogflow </div> <div class="devsite-nav-item-description"> Conversation applications and systems development suite for virtual agents. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/automl-tables" track-type="navMenu" track-name="AutoML Tables" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/automl-tables" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#automltables" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> AutoML Tables </div> <div class="devsite-nav-item-description"> Service for training ML models with structured data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products#ai-and-machine-learning" track-type="navMenu" track-name="See all AI and machine learning products" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products#ai-and-machine-learning" tooltip> <div class="devsite-nav-item-title"> See all AI and machine learning products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>API Management</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/apigee/api-management" track-type="navMenu" track-name="Apigee API Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee/api-management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#apigeeapiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> Manage the full life cycle of APIs anywhere with visibility and control. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/endpoints" track-type="navMenu" track-name="Cloud Endpoints" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/endpoints" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudendpoints" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Endpoints </div> <div class="devsite-nav-item-description"> Deployment and development management for APIs on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/healthcare" track-type="navMenu" track-name="Cloud Healthcare API" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/healthcare" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#healthcareapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Healthcare API </div> <div class="devsite-nav-item-description"> Solution to bridge existing care systems and apps on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/appsheet" track-type="navMenu" track-name="AppSheet" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/appsheet" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/appsheet-icon.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> AppSheet </div> <div class="devsite-nav-item-description"> No-code development platform to build and extend applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/apigee" track-type="navMenu" track-name="API Gateway" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/api-gateway.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> API Gateway </div> <div class="devsite-nav-item-description"> Develop, deploy, secure, and manage APIs with a fully managed gateway. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/compute" track-type="navMenu" track-name="Compute" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/compute" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Compute </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/compute" track-type="navMenu" track-name="Compute Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/compute" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#computeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Compute Engine </div> <div class="devsite-nav-item-description"> Virtual machines running in Google’s data center. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/appengine" track-type="navMenu" track-name="App Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/appengine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#appengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> App Engine </div> <div class="devsite-nav-item-description"> Serverless application platform for apps and back ends. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/gpu" track-type="navMenu" track-name="Cloud GPUs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/gpu" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#gpu" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud GPUs </div> <div class="devsite-nav-item-description"> GPUs for ML, scientific computing, and 3D visualization. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/migrate/compute-engine" track-type="navMenu" track-name="Migrate for Compute Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/compute-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforcomputeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Compute Engine </div> <div class="devsite-nav-item-description"> Server and virtual machine migration to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/preemptible-vms" track-type="navMenu" track-name="Preemptible VMs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/preemptible-vms" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#computeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Preemptible VMs </div> <div class="devsite-nav-item-description"> Compute instances for batch jobs and fault-tolerant workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/shielded-vm" track-type="navMenu" track-name="Shielded VMs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/shielded-vm" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#computeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Shielded VMs </div> <div class="devsite-nav-item-description"> Reinforced virtual machines on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sole-tenant-nodes" track-type="navMenu" track-name="Sole-Tenant Nodes" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sole-tenant-nodes" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#computeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Sole-Tenant Nodes </div> <div class="devsite-nav-item-description"> Dedicated hardware for compliance, licensing, and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bare-metal" track-type="navMenu" track-name="Bare Metal" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bare-metal" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/bare-metal.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Bare Metal </div> <div class="devsite-nav-item-description"> Infrastructure to run specialized workloads on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/recommender" track-type="navMenu" track-name="Recommender" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/recommender" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/recommender.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Recommender </div> <div class="devsite-nav-item-description"> Usage recommendations for Google Cloud products and services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/vmware-engine" track-type="navMenu" track-name="VMware Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/vmware-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/vmware-engine.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Fully managed, native VMware Cloud Foundation software stack. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/run" track-type="navMenu" track-name="Cloud Run" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/run" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/cloud-run.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products#compute" track-type="navMenu" track-name="See all compute products" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products#compute" tooltip> <div class="devsite-nav-item-title"> See all compute products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/containers" track-type="navMenu" track-name="Containers" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/containers" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Containers </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/kubernetes-engine" track-type="navMenu" track-name="Google Kubernetes Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/kubernetes-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#kubernetesengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/container-registry" track-type="navMenu" track-name="Container Registry" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/container-registry" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#containerregistry" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Container Registry </div> <div class="devsite-nav-item-description"> Registry for storing, managing, and securing Docker images. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/containers/security" track-type="navMenu" track-name="Container Security" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/containers/security" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#kubernetesengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Container Security </div> <div class="devsite-nav-item-description"> Container environment security for each stage of the life cycle. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/build" track-type="navMenu" track-name="Cloud Build" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/build" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudbuild" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Solution for running build steps in a Docker container. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/deep-learning-containers" track-type="navMenu" track-name="Deep Learning Containers" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/ai-platform/deep-learning-containers" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#aiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Deep Learning Containers </div> <div class="devsite-nav-item-description"> Containers with data science frameworks, libraries, and tools. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/kubernetes-applications" track-type="navMenu" track-name="Kubernetes Applications" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/kubernetes-applications" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#kubernetesengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Kubernetes Applications </div> <div class="devsite-nav-item-description"> Containerized apps with prebuilt deployment and unified billing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/artifact-registry" track-type="navMenu" track-name="Artifact Registry" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/artifact-registry" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#containerregistry" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Artifact Registry </div> <div class="devsite-nav-item-description"> Package manager for build artifacts and dependencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/knative" track-type="navMenu" track-name="Knative" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/knative" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/knative.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Knative </div> <div class="devsite-nav-item-description"> Components to create Kubernetes-native cloud-based software. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/run" track-type="navMenu" track-name="Cloud Run" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/run" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/cloud-run.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/code" track-type="navMenu" track-name="Cloud Code" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/code" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/cloud-code.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Code </div> <div class="devsite-nav-item-description"> IDE support to write, run, and debug Kubernetes applications. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/big-data" track-type="navMenu" track-name="Data Analytics" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/big-data" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Data Analytics </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bigquery" track-type="navMenu" track-name="BigQuery" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigquery" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery </div> <div class="devsite-nav-item-description"> Data warehouse for business agility and insights. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/looker" track-type="navMenu" track-name="Looker" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/looker" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/cloud-looker.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dataflow" track-type="navMenu" track-name="Dataflow" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dataflow" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddataflow" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Dataflow </div> <div class="devsite-nav-item-description"> Streaming analytics for stream and batch processing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/pubsub" track-type="navMenu" track-name="Pub/Sub" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/pubsub" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudpubsub" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Pub/Sub </div> <div class="devsite-nav-item-description"> Messaging service for event ingestion and delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dataproc" track-type="navMenu" track-name="Dataproc" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dataproc" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddataproc" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Dataproc </div> <div class="devsite-nav-item-description"> Service for running Apache Spark and Apache Hadoop clusters. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/data-fusion" track-type="navMenu" track-name="Cloud Data Fusion" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/data-fusion" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddatafusion" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Data Fusion </div> <div class="devsite-nav-item-description"> Data integration for building and managing data pipelines. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/composer" track-type="navMenu" track-name="Cloud Composer" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/composer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/cloud-composer.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Composer </div> <div class="devsite-nav-item-description"> Workflow orchestration service built on Apache Airflow. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/data-catalog" track-type="navMenu" track-name="Data Catalog" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/data-catalog" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/cloud-data-catalog.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Data Catalog </div> <div class="devsite-nav-item-description"> Metadata service for discovering, understanding and managing data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dataprep" track-type="navMenu" track-name="Dataprep" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dataprep" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddataprep" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Dataprep </div> <div class="devsite-nav-item-description"> Service to prepare data for analysis and machine learning. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://marketingplatform.google.com/about/data-studio/" track-type="navMenu" track-name="Google Data Studio" track-metadata-position="nav" track-metadata-href="https://marketingplatform.google.com/about/data-studio/" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#datastudio" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Data Studio </div> <div class="devsite-nav-item-description"> Interactive data suite for dashboarding, reporting, and analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://marketingplatform.google.com/about/enterprise/#?modal_active=none" track-type="navMenu" track-name="Google Marketing Platform" track-metadata-position="nav" track-metadata-href="https://marketingplatform.google.com/about/enterprise/#?modal_active=none" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudformarketing" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Marketing Platform </div> <div class="devsite-nav-item-description"> Marketing platform unifying advertising and analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/life-sciences" track-type="navMenu" track-name="Cloud Life Sciences" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/life-sciences" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#genomics" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Life Sciences </div> <div class="devsite-nav-item-description"> Tools for managing, processing, and transforming biomedical data. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/databases" track-type="navMenu" track-name="Databases" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/databases" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Databases </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bigtable" track-type="navMenu" track-name="Cloud Bigtable" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigtable" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigtable" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Bigtable </div> <div class="devsite-nav-item-description"> Cloud-native wide-column database for large scale, low-latency workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/firestore" track-type="navMenu" track-name="Firestore" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/firestore" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudfirestore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Firestore </div> <div class="devsite-nav-item-description"> Cloud-native document database for building rich mobile, web, and IoT apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/memorystore" track-type="navMenu" track-name="Memorystore" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/memorystore" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudmemorystore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Memorystore </div> <div class="devsite-nav-item-description"> In-memory database for managed Redis and Memcached. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/spanner" track-type="navMenu" track-name="Cloud Spanner" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/spanner" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudspanner" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Spanner </div> <div class="devsite-nav-item-description"> Cloud-native relational database with unlimited scale and 99.999% availability. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sql" track-type="navMenu" track-name="Cloud SQL" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sql" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudsql" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud SQL </div> <div class="devsite-nav-item-description"> Fully managed database for MySQL, PostgreSQL, and SQL Server. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/database-migration" track-type="navMenu" track-name="Database Migration Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/database-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/database-migration-service.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bare-metal" track-type="navMenu" track-name="Bare Metal" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bare-metal" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/bare-metal.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Bare Metal </div> <div class="devsite-nav-item-description"> Infrastructure to run specialized workloads on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://firebase.google.com/products/realtime-database/" track-type="navMenu" track-name="Firebase Realtime Database" track-metadata-position="nav" track-metadata-href="https://firebase.google.com/products/realtime-database/" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/firebase.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Firebase Realtime Database </div> <div class="devsite-nav-item-description"> NoSQL database for storing and syncing data in real time. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/tools" track-type="navMenu" track-name="Developer Tools" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/tools" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Developer Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/artifact-registry" track-type="navMenu" track-name="Artifact Registry" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/artifact-registry" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/artifact-registry.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Artifact Registry </div> <div class="devsite-nav-item-description"> Universal package manager for build artifacts and dependencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/build" track-type="navMenu" track-name="Cloud Build" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/build" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudbuild" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Continuous integration and continuous delivery platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/code" track-type="navMenu" track-name="Cloud Code" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/code" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudcode" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Code </div> <div class="devsite-nav-item-description"> IDE support to write, run, and debug Kubernetes applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/deployment-manager" track-type="navMenu" track-name="Cloud Deployment Manager" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/deployment-manager" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/deployment-manager.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Deployment Manager </div> <div class="devsite-nav-item-description"> Service for creating and managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/sdk" track-type="navMenu" track-name="Cloud SDK" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/sdk" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudcode" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud SDK </div> <div class="devsite-nav-item-description"> Command line tools and libraries for Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/scheduler" track-type="navMenu" track-name="Cloud Scheduler" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/scheduler" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudscheduler" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Scheduler </div> <div class="devsite-nav-item-description"> Cron job scheduler for task automation and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/source-repositories" track-type="navMenu" track-name="Cloud Source Repositories" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/source-repositories" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#logging" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Source Repositories </div> <div class="devsite-nav-item-description"> Private Git repository to store, manage, and track code. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/tasks" track-type="navMenu" track-name="Cloud Tasks" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/tasks" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudtasks" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Tasks </div> <div class="devsite-nav-item-description"> Task management service for asynchronous task execution. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/container-registry" track-type="navMenu" track-name="Container Registry" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/container-registry" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#containerregistry" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Container Registry </div> <div class="devsite-nav-item-description"> Private Docker storage for container images on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/tekton" track-type="navMenu" track-name="Tekton" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/tekton" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton.png" srcset="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_36.png 36w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_48.png 48w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_72.png 72w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_96.png 96w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_480.png 480w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_720.png 720w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_856.png 856w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_960.png 960w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_1440.png 1440w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_1920.png 1920w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/tekton_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Tekton </div> <div class="devsite-nav-item-description"> Kubernetes-native resources for declaring CI/CD pipelines. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/tools" track-type="navMenu" track-name="See all developer tools" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/tools" tooltip> <div class="devsite-nav-item-title"> See all developer tools </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Healthcare and Life Sciences</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/apigee/solutions/healthcare-apix" track-type="navMenu" track-name="Apigee Healthcare APIx" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee/solutions/healthcare-apix" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#apigeeapiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Apigee Healthcare APIx </div> <div class="devsite-nav-item-description"> FHIR API-based digital service production. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/healthcare" track-type="navMenu" track-name="Cloud Healthcare API" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/healthcare" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#healthcareapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Healthcare API </div> <div class="devsite-nav-item-description"> Solution for bridging existing care systems and apps on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/life-sciences" track-type="navMenu" track-name="Cloud Life Sciences" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/life-sciences" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#genomics" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Life Sciences </div> <div class="devsite-nav-item-description"> Tools for managing, processing, and transforming biomedical data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/natural-language" track-type="navMenu" track-name="Healthcare Natural Language AI" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/natural-language" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/healthcare.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Healthcare Natural Language AI </div> <div class="devsite-nav-item-description"> Real-time insights from unstructured medical text. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/anthos" track-type="navMenu" track-name="Hybrid and Multi-cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Hybrid and Multi-cloud </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/anthos" track-type="navMenu" track-name="Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#anthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Anthos </div> <div class="devsite-nav-item-description"> Platform for modernizing existing apps and building new ones. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/looker" track-type="navMenu" track-name="Looker" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/looker" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/looker.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/anthos/run" track-type="navMenu" track-name="Cloud Run for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/anthos/run" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudrun" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Run for Anthos </div> <div class="devsite-nav-item-description"> Integration that provides a serverless development platform on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/kubernetes-applications" track-type="navMenu" track-name="Google Cloud Marketplace for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/kubernetes-applications" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Cloud Marketplace for Anthos </div> <div class="devsite-nav-item-description"> Containerized apps with prebuilt deployment and unified billing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/migrate/anthos" track-type="navMenu" track-name="Migrate for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </div> <div class="devsite-nav-item-description"> Tool to move workloads and existing applications to GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/operations" track-type="navMenu" track-name="Operations" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/operations" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#stackdriver" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/build" track-type="navMenu" track-name="Cloud Build" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/build" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudbuild" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Service for executing builds on Google Cloud infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/traffic-director" track-type="navMenu" track-name="Traffic Director" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/traffic-director" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#trafficdirector" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/apigee" track-type="navMenu" track-name="Apigee API Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apigee" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#apigeeapiplatform" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> API management, development, and security platform. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Internet of Things</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/iot-core" track-type="navMenu" track-name="Cloud IoT Core" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/iot-core" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotcore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud IoT Core </div> <div class="devsite-nav-item-description"> IoT device management, integration, and connection service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/edge-tpu" track-type="navMenu" track-name="Edge TPU" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/edge-tpu" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiotedge" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Edge TPU </div> <div class="devsite-nav-item-description"> ASIC designed to run ML inference and AI at the edge. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/management" track-type="navMenu" track-name="Management Tools" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Management Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/shell" track-type="navMenu" track-name="Cloud Shell" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/shell" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudshell" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/cloud-console" track-type="navMenu" track-name="Cloud Console" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cloud-console" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Console </div> <div class="devsite-nav-item-description"> Web-based interface for managing and monitoring cloud apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/deployment-manager" track-type="navMenu" track-name="Cloud Deployment Manager" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/deployment-manager" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddeploymentmanager" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Deployment Manager </div> <div class="devsite-nav-item-description"> Service for creating and managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/console-app" track-type="navMenu" track-name="Cloud Mobile App" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/console-app" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Mobile App </div> <div class="devsite-nav-item-description"> App to manage Google Cloud services from your mobile device. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/apis" track-type="navMenu" track-name="Cloud APIs" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/apis" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudapis" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud APIs </div> <div class="devsite-nav-item-description"> Programmatic interfaces for Google Cloud services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/private-catalog" track-type="navMenu" track-name="Private Catalog" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/private-catalog" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#marketplace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Private Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/cost-management" track-type="navMenu" track-name="Cost Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cost-management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing.png" srcset="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_36.png 36w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_48.png 48w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_72.png 72w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_96.png 96w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_480.png 480w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/billing_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Media and Gaming</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/game-servers" track-type="navMenu" track-name="Game Servers" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/game-servers" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudgameservers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Game Servers </div> <div class="devsite-nav-item-description"> Game server management service running on Google Kubernetes Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/opencue" track-type="navMenu" track-name="OpenCue" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/opencue" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210217185448im_/https://cloud.google.com/images/navigation/products/opencue_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/cloud-migration" track-type="navMenu" track-name="Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/cloud-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/application-migration" track-type="navMenu" track-name="Application Migration" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/application-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/application-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bigquery/transfer" track-type="navMenu" track-name="BigQuery Data Transfer Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/bigquery/transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/data-transfer" track-type="navMenu" track-name="Cloud Data Transfer" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/data-transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Data Transfer </div> <div class="devsite-nav-item-description"> Tools and services for transferring your data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/foundation-toolkit" track-type="navMenu" track-name="Cloud Foundation Toolkit" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/foundation-toolkit" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/database-migration" track-type="navMenu" track-name="Database Migration Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/database-migration" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/database-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/migrate/anthos" track-type="navMenu" track-name="Migrate for Anthos" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/anthos" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/migrate/compute-engine" track-type="navMenu" track-name="Migrate for Compute Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/migrate/compute-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforcomputeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Compute Engine </div> <div class="devsite-nav-item-description"> Components for migrating VMs and physical servers to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/cloud-migration-program" track-type="navMenu" track-name="Rapid Assessment & Migration Program (RAMP)" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/cloud-migration-program" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/rapid-assessment.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Rapid Assessment & Migration Program (RAMP) </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/transfer-appliance" track-type="navMenu" track-name="Transfer Appliance" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/transfer-appliance" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transferappliance" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Transfer Appliance </div> <div class="devsite-nav-item-description"> Storage server for moving large volumes of data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/storage-transfer-service" track-type="navMenu" track-name="Transfer Service" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/storage-transfer-service" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Transfer Service </div> <div class="devsite-nav-item-description"> Data transfers from online and on-premises sources to Cloud Storage. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/vmware-engine" track-type="navMenu" track-name="VMware Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/vmware-engine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/vmware-engine.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Migrate and run your VMware workloads natively on Google Cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/networking" track-type="navMenu" track-name="Networking" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/networking" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Networking </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/armor" track-type="navMenu" track-name="Cloud Armor" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/armor" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudarmor" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Armor </div> <div class="devsite-nav-item-description"> Security policies and defense against web and DDoS attacks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/cdn" track-type="navMenu" track-name="Cloud CDN" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/cdn" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudcdn" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for serving web and video content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dns" track-type="navMenu" track-name="Cloud DNS" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dns" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddns" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud DNS </div> <div class="devsite-nav-item-description"> Domain name system for reliable and low-latency name lookups. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/load-balancing" track-type="navMenu" track-name="Cloud Load Balancing" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/load-balancing" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudloadbalancing" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Load Balancing </div> <div class="devsite-nav-item-description"> Service for distributing traffic across applications and regions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/nat" track-type="navMenu" track-name="Cloud NAT" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/nat" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudnat" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud NAT </div> <div class="devsite-nav-item-description"> NAT service for giving private instances internet access. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/hybrid-connectivity" track-type="navMenu" track-name="Hybrid Connectivity" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/hybrid-connectivity" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudinterconnect" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Hybrid Connectivity </div> <div class="devsite-nav-item-description"> Connectivity options for VPN, peering, and enterprise needs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/network-intelligence-center" track-type="navMenu" track-name="Network Intelligence Center" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/network-intelligence-center" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/network-intelligence.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Network Intelligence Center </div> <div class="devsite-nav-item-description"> Network monitoring, verification, and optimization platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/network-tiers" track-type="navMenu" track-name="Network Service Tiers" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/network-tiers" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#networktiers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Network Service Tiers </div> <div class="devsite-nav-item-description"> Cloud network options based on performance, availability, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/network-telemetry" track-type="navMenu" track-name="Network Telemetry" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/network-telemetry" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#virtualprivatecloud" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Network Telemetry </div> <div class="devsite-nav-item-description"> VPC flow logs for network monitoring, forensics, and security. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/traffic-director" track-type="navMenu" track-name="Traffic Director" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/traffic-director" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#trafficdirector" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/vpc" track-type="navMenu" track-name="Virtual Private Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/vpc" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#virtualprivatecloud" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Virtual Private Cloud </div> <div class="devsite-nav-item-description"> Virtual network for Google Cloud resources and cloud-based services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/service-directory" track-type="navMenu" track-name="Service Directory" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/service-directory" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#servicediscovery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Service Directory </div> <div class="devsite-nav-item-description"> Platform for discovering, publishing, and connecting services. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/operations" track-type="navMenu" track-name="Operations" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/operations" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Operations </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/logging" track-type="navMenu" track-name="Cloud Logging" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/logging" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#logging" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Logging </div> <div class="devsite-nav-item-description"> Google Cloud audit, platform, and application logs management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/monitoring" track-type="navMenu" track-name="Cloud Monitoring" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/monitoring" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#monitoring" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Monitoring </div> <div class="devsite-nav-item-description"> Infrastructure and application health with rich metrics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/error-reporting" track-type="navMenu" track-name="Error Reporting" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/error-reporting" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#errorreporting2" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Error Reporting </div> <div class="devsite-nav-item-description"> Application error identification and analysis. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/kubernetes-engine-monitoring" track-type="navMenu" track-name="Kubernetes Engine Monitoring" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/kubernetes-engine-monitoring" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#kubernetesengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Kubernetes Engine Monitoring </div> <div class="devsite-nav-item-description"> GKE app development and troubleshooting. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/trace" track-type="navMenu" track-name="Cloud Trace" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/trace" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#trace" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Trace </div> <div class="devsite-nav-item-description"> Tracing system collecting latency data from applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/profiler" track-type="navMenu" track-name="Cloud Profiler" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/profiler" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#profiler" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Profiler </div> <div class="devsite-nav-item-description"> CPU and heap profiler for analyzing application performance. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/debugger" track-type="navMenu" track-name="Cloud Debugger" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/debugger" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#debugger" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Debugger </div> <div class="devsite-nav-item-description"> Real-time application state inspection and in-production debugging. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/security" track-type="navMenu" track-name="Security and Identity" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/security" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Security and Identity </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/iam" track-type="navMenu" track-name="Cloud IAM" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/iam" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudiam" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud IAM </div> <div class="devsite-nav-item-description"> Permissions management system for Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/assured-workloads" track-type="navMenu" track-name="Assured Workloads" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/assured-workloads" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/assured-workloads.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Assured Workloads </div> <div class="devsite-nav-item-description"> Compliance and security controls for sensitive workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/security-key-management" track-type="navMenu" track-name="Cloud Key Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/security-key-management" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#keymanagementservice" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Key Management </div> <div class="devsite-nav-item-description"> Manage encryption keys on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/confidential-computing" track-type="navMenu" track-name="Confidential Computing" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/confidential-computing" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/compute-engine.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Confidential Computing </div> <div class="devsite-nav-item-description"> Encrypt data in use with Confidential VMs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/security-command-center" track-type="navMenu" track-name="Security Command Center" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/security-command-center" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudsecuritycommandcenter" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Security Command Center </div> <div class="devsite-nav-item-description"> Platform for defending against threats to your Google Cloud assets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/dlp" track-type="navMenu" track-name="Cloud Data Loss Prevention" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/dlp" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddatalosspreventionapi" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Data Loss Prevention </div> <div class="devsite-nav-item-description"> Sensitive data inspection, classification, and redaction platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/managed-microsoft-ad" track-type="navMenu" track-name="Managed Service for Microsoft Active Directory" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/managed-microsoft-ad" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#managedserviceformicrosoftactivedirectory" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Managed Service for Microsoft Active Directory </div> <div class="devsite-nav-item-description"> Hardened service running Microsoft® Active Directory (AD). </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/access-transparency" track-type="navMenu" track-name="Access Transparency" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/access-transparency" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#logging" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Access Transparency </div> <div class="devsite-nav-item-description"> Cloud provider visibility through near real-time logs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/titan-security-key" track-type="navMenu" track-name="Titan Security Key" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/titan-security-key" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#securitykeyenforcement" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Titan Security Key </div> <div class="devsite-nav-item-description"> Two-factor authentication device for user account protection. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/secret-manager" track-type="navMenu" track-name="Secret Manager" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/secret-manager" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/secret-manager.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Secret Manager </div> <div class="devsite-nav-item-description"> Store API keys, passwords, certificates, and other sensitive data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/beyondcorp-enterprise" track-type="navMenu" track-name="BeyondCorp Enterprise" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/beyondcorp-enterprise" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/beyond-corp.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BeyondCorp Enterprise </div> <div class="devsite-nav-item-description"> Zero trust solution for secure application and resource access. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for? </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products#security-and-identity" track-type="navMenu" track-name="See all security and identity products" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products#security-and-identity" tooltip> <div class="devsite-nav-item-title"> See all security and identity products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/serverless" track-type="navMenu" track-name="Serverless Computing" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/serverless" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Serverless Computing </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/run" track-type="navMenu" track-name="Cloud Run" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/run" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudrun" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/functions" track-type="navMenu" track-name="Cloud Functions" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/functions" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudfunctions" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Functions </div> <div class="devsite-nav-item-description"> Platform for creating functions that respond to cloud events. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/appengine" track-type="navMenu" track-name="App Engine" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/appengine" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#appengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> App Engine </div> <div class="devsite-nav-item-description"> Serverless application platform for apps and back ends. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/workflows" track-type="navMenu" track-name="Workflows" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/workflows" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#workflows" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Workflows </div> <div class="devsite-nav-item-description"> Workflow orchestration for serverless products and API services. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/storage" track-type="navMenu" track-name="Storage" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/storage" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Storage </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/storage" track-type="navMenu" track-name="Cloud Storage" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/storage" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudstorage" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Storage </div> <div class="devsite-nav-item-description"> Object storage that’s secure, durable, and scalable. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/filestore" track-type="navMenu" track-name="Filestore" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/filestore" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudfilestore" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Filestore </div> <div class="devsite-nav-item-description"> File storage that is highly scalable and secure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/persistent-disk" track-type="navMenu" track-name="Persistent Disk" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/persistent-disk" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#persistantdisk" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Persistent Disk </div> <div class="devsite-nav-item-description"> Block storage for virtual machine instances running on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://firebase.google.com/products/storage" track-type="navMenu" track-name="Cloud Storage for Firebase" track-metadata-position="nav" track-metadata-href="https://firebase.google.com/products/storage" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/firebase.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Storage for Firebase </div> <div class="devsite-nav-item-description"> Object storage for storing and serving user-generated content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/local-ssd" track-type="navMenu" track-name="Local SSD" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/local-ssd" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/_static/cloud/images/navigation/products/local-ssd.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Local SSD </div> <div class="devsite-nav-item-description"> Block storage that is locally attached for high-performance needs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/storage/archival" track-type="navMenu" track-name="Archival Storage" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/storage/archival" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/archival-storage.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Archival Storage </div> <div class="devsite-nav-item-description"> Data archive that offers online access speed at ultra low cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/data-transfer" track-type="navMenu" track-name="Cloud Data Transfer" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/data-transfer" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/cloud-data-transfer.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Data Transfer </div> <div class="devsite-nav-item-description"> Tools and services for transferring your data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/essentials/" track-type="navMenu" track-name="Google Workspace Essentials" track-metadata-position="nav" track-metadata-href="https://workspace.google.com/essentials/" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210217185448im_/https://cloud.google.com/images/navigation/products/drive-enterprise.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Google Workspace Essentials </div> <div class="devsite-nav-item-description"> Secure video meetings and modern collaboration for teams. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab dropdown clickable> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/pricing" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="pricing" aria-haspopup="true" aria-expanded="false" data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-type="globalNav" track-name="pricing" track-metadata-position="nav" track-metadata-eventdetail="nav"> Pricing </a> <a href="#" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu" role="button" track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="pricing" data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-type="globalNav" track-name="pricing" track-metadata-position="nav" track-metadata-eventdetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column cloud-nav-half-width cloud-nav-menu-pricing cloud-nav-border-right "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type1 cloud-dropdown-halfwidth cloud-dropdown-secondary cloud-dropdown--cta-container "> <li class="devsite-nav-title" role="heading" tooltip>Do more for less with Google Cloud</li> <li class="devsite-nav-description">Our customer-friendly pricing means more overall value to your business.</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/contact" track-type="navMenu" track-name="Contact Us" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/contact" tooltip track-name="pricing" track-metadata-eventdetail="contactSales"> <div class="devsite-nav-item-title"> Contact Us </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Google Cloud Platform</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/pricing" track-type="navMenu" track-name="Overview" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/pricing" tooltip track-metadata-eventdetail="overview" track-name="pricing"> <div class="devsite-nav-item-title"> Overview </div> <div class="devsite-nav-item-description"> Pay only for what you use with no lock-in </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/pricing/list" track-type="navMenu" track-name="Price list" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/pricing/list" tooltip track-metadata-eventdetail="priceList" track-name="pricing"> <div class="devsite-nav-item-title"> Price list </div> <div class="devsite-nav-item-description"> Pricing details on each Google Cloud product </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/calculator" track-type="navMenu" track-name="Calculators" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/products/calculator" tooltip track-metadata-eventdetail="calculators" track-name="pricing"> <div class="devsite-nav-item-title"> Calculators </div> <div class="devsite-nav-item-description"> Calculate your cloud savings </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/free" track-type="navMenu" track-name="Free on Google Cloud" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/free" tooltip track-metadata-eventdetail="freeOnGcp" track-name="pricing"> <div class="devsite-nav-item-title"> Free on Google Cloud </div> <div class="devsite-nav-item-description"> Learn and build on Google Cloud for free </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-links-only"> <li class="devsite-nav-title" role="heading" tooltip>More Cloud Products</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/pricing.html" track-type="navMenu" track-name="Google Workspace" track-metadata-position="nav" track-metadata-href="https://workspace.google.com/pricing.html" tooltip track-name="pricing" track-metadata-eventdetail="googleWorkspace"> <div class="devsite-nav-item-title"> Google Workspace </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/maps-platform/pricing" track-type="navMenu" track-name="Google Maps Platform" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/maps-platform/pricing" tooltip track-metadata-eventdetail="googleMapsPlatform" track-name="pricing"> <div class="devsite-nav-item-title"> Google Maps Platform </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/identity#pricing" track-type="navMenu" track-name="Cloud Identity" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/identity#pricing" tooltip track-metadata-eventdetail="cloudIdentity" track-name="pricing"> <div class="devsite-nav-item-title"> Cloud Identity </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://apigee.com/api-management/#/pricing" track-type="navMenu" track-name="Apigee" track-metadata-position="nav" track-metadata-href="https://apigee.com/api-management/#/pricing" tooltip track-name="pricing" track-metadata-eventdetail="apigee"> <div class="devsite-nav-item-title"> Apigee </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://firebase.google.com/pricing/" track-type="navMenu" track-name="Firebase" track-metadata-position="nav" track-metadata-href="https://firebase.google.com/pricing/" tooltip track-metadata-eventdetail="firebase" track-name="pricing"> <div class="devsite-nav-item-title"> Firebase </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://www.zyncrender.com/#pricing" track-type="navMenu" track-name="Zync Render" track-metadata-position="nav" track-metadata-href="https://www.zyncrender.com/#pricing" tooltip track-metadata-eventdetail="zyncRender" track-name="pricing"> <div class="devsite-nav-item-title"> Zync Render </div> </a> </li> </ul> </div> </div> </div> </tab> <tab dropdown dropdown-full clickable> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/start" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="gettingStarted" aria-haspopup="true" aria-expanded="false" data-category="Site-Wide Custom Events" data-label="Tab: Getting started" track-type="globalNav" track-name="gettingStarted" track-metadata-position="nav" track-metadata-eventdetail="nav"> Getting started </a> <a href="#" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu" role="button" track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="gettingStarted" data-category="Site-Wide Custom Events" data-label="Tab: Getting started" track-type="globalNav" track-name="gettingStarted" track-metadata-position="nav" track-metadata-eventdetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column cloud-nav-half-width cloud-nav-menu-getting-started cloud-nav-border-right "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type1 cloud-dropdown-halfwidth cloud-dropdown-primary cloud-dropdown--cta-container "> <li class="devsite-nav-title" role="heading" tooltip>Get started with Google Cloud</li> <li class="devsite-nav-description">Start building right away on our secure, intelligent platform. New customers can use a $300 free credit to get started with any GCP product.</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://console.cloud.google.com/freetrial" track-type="navMenu" track-name="Try GCP Free" track-metadata-position="nav" track-metadata-href="https://console.cloud.google.com/freetrial" tooltip referrerpolicy="no-referrer-when-downgrade" class="cloud-free-trial-button cloud-free-trial-enabled" track-metadata-eventdetail="tryGcpFree" track-name="gettingStarted"> <div class="devsite-nav-item-title"> Try GCP Free </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/gcp/getting-started" track-type="navMenu" track-name="Get Started" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/gcp/getting-started" tooltip track-metadata-eventdetail="goToConsole" track-name="gettingStarted" class="cloud-free-trial-button cloud-free-trial-disabled"> <div class="devsite-nav-item-title"> Get Started </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Resources to Start on Your Own</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/gcp/getting-started" track-type="navMenu" track-name="Quickstarts" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/gcp/getting-started" tooltip track-metadata-eventdetail="quickstarts" track-name="gettingStarted"> <div class="devsite-nav-item-title"> Quickstarts </div> <div class="devsite-nav-item-description"> View short tutorials to help you get started </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/marketplace" track-type="navMenu" track-name="GCP Marketplace" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/marketplace" tooltip track-metadata-eventdetail="gcpMarketplace" track-name="gettingStarted"> <div class="devsite-nav-item-title"> GCP Marketplace </div> <div class="devsite-nav-item-description"> Deploy ready-to-go solutions in a few clicks </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/training" track-type="navMenu" track-name="Training" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/training" tooltip track-name="gettingStarted" track-metadata-eventdetail="training"> <div class="devsite-nav-item-title"> Training </div> <div class="devsite-nav-item-description"> Enroll in on-demand or classroom training </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/certification" track-type="navMenu" track-name="Certification" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/certification" tooltip track-metadata-eventdetail="certification" track-name="gettingStarted"> <div class="devsite-nav-item-title"> Certification </div> <div class="devsite-nav-item-description"> Become Google Cloud Certified </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Get Help from an Expert</li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/consulting" track-type="navMenu" track-name="Consulting" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/consulting" tooltip track-metadata-eventdetail="consulting" track-name="gettingStarted"> <div class="devsite-nav-item-title"> Consulting </div> <div class="devsite-nav-item-description"> Jump-start your project with help from Google </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/tam" track-type="navMenu" track-name="Technical Account Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/tam" tooltip track-metadata-eventdetail="technicalAccountManagement" track-name="gettingStarted"> <div class="devsite-nav-item-title"> Technical Account Management </div> <div class="devsite-nav-item-description"> Get long-term guidance from Google </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.withgoogle.com/partners/" track-type="navMenu" track-name="Find a Partner" track-metadata-position="nav" track-metadata-href="https://cloud.withgoogle.com/partners/" tooltip track-metadata-eventdetail="findAPartner" track-name="gettingStarted"> <div class="devsite-nav-item-title"> Find a Partner </div> <div class="devsite-nav-item-description"> Work with a Partner in our global network </div> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/partners/become-a-partner" track-type="navMenu" track-name="Become a Partner" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/partners/become-a-partner" tooltip track-name="gettingStarted" track-metadata-eventdetail="becomeAPartner"> <div class="devsite-nav-item-title"> Become a Partner </div> <div class="devsite-nav-item-description"> Join Google Cloud's Partner program </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-full-width-cta"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-type4 "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/getting-started" track-type="navMenu" track-name="More ways to get started" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/getting-started" tooltip track-metadata-eventdetail="moreWaysToGetStarted" track-name="gettingStarted"> <div class="devsite-nav-item-title"> More ways to get started </div> </a> </li> </ul> </div> </div> </div> </tab> <tab position="right"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/docs" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="docs" data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-type="globalNav" track-name="documentation" track-metadata-position="nav" track-metadata-eventdetail="nav"> Docs </a> </tab> <tab position="right"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/support-hub" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="support" data-category="Site-Wide Custom Events" data-label="Tab: Support" track-type="globalNav" track-name="support" track-metadata-position="nav" track-metadata-eventdetail="nav"> Support </a> </tab> </nav> </cloudx-tabs-nav> </div> <devsite-search aria-expanded="false" aria-haspopup="listbox" enable-signin enable-search enable-suggestions enable-query-completion project-name="AI Platform" tenant-name="Google Cloud" compact role="combobox"> <form class="devsite-search-form" action="https://web.archive.org/web/20210217185448/https://cloud.google.com/s/results" method="GET"> <div class="devsite-search-container"> <div class="devsite-searchbox"> <input aria-activedescendant="" aria-autocomplete="list" aria-label="Search" aria-haspopup="false" aria-multiline="false" aria-label="Search box" autocomplete="off" class="devsite-search-field devsite-search-query" name="q" placeholder="Search" type="text" value=""> <div class="devsite-search-image material-icons" aria-hidden="true"></div> </div> <button type="button" search-open class="devsite-search-button devsite-header-icon-button button-flat material-icons" aria-label="Open search"></button> </div> </form> <button type="button" search-close class="devsite-search-button devsite-header-icon-button button-flat material-icons" aria-label="Close search"></button> </devsite-search> </div> <cloudx-additional-tabs> <tab> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/docs" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="docs" data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-type="globalNav" track-name="documentation" track-metadata-position="nav" track-metadata-eventdetail="nav"> Docs </a> </tab> <tab> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/support-hub" class="gc-analytics-event " track-type="globalNav" track-metadata-position="nav" track-metadata-eventdetail="nav" track-name="support" data-category="Site-Wide Custom Events" data-label="Tab: Support" track-type="globalNav" track-name="support" track-metadata-position="nav" track-metadata-eventdetail="nav"> Support </a> </tab> </cloudx-additional-tabs> <devsite-language-selector> <devsite-select class="devsite-language-selector-menu"> <select aria-label="Select your language preference." class="devsite-language-selector-select" name="language" track-name="click" track-type="languageSelector"> <option>Language</option> <option value="en" lang="en" track-metadata-original-language="en" track-metadata-selected-language="en" track-name="changed" track-type="languageSelector"> English </option> <option value="de" lang="de" track-metadata-original-language="en" track-metadata-selected-language="de" track-name="changed" track-type="languageSelector"> Deutsch </option> <option value="es" lang="es" track-metadata-original-language="en" track-metadata-selected-language="es" track-name="changed" track-type="languageSelector"> Español </option> <option value="es_419" lang="es_419" track-metadata-original-language="en" track-metadata-selected-language="es_419" track-name="changed" track-type="languageSelector"> Español – América Latina </option> <option value="fr" lang="fr" track-metadata-original-language="en" track-metadata-selected-language="fr" track-name="changed" track-type="languageSelector"> Français </option> <option value="it" lang="it" track-metadata-original-language="en" track-metadata-selected-language="it" track-name="changed" track-type="languageSelector"> Italiano </option> <option value="pt_br" lang="pt_br" track-metadata-original-language="en" track-metadata-selected-language="pt_br" track-name="changed" track-type="languageSelector"> Português – Brasil </option> <option value="zh_cn" lang="zh_cn" track-metadata-original-language="en" track-metadata-selected-language="zh_cn" track-name="changed" track-type="languageSelector"> 中文 – 简体 </option> <option value="zh_tw" lang="zh_tw" track-metadata-original-language="en" track-metadata-selected-language="zh_tw" track-name="changed" track-type="languageSelector"> 中文 – 繁體 </option> <option value="ja" lang="ja" track-metadata-original-language="en" track-metadata-selected-language="ja" track-name="changed" track-type="languageSelector"> 日本語 </option> <option value="ko" lang="ko" track-metadata-original-language="en" track-metadata-selected-language="ko" track-name="changed" track-type="languageSelector"> 한국어 </option> </select> </devsite-select> </devsite-language-selector> <devsite-user fp-auth id="devsite-user"></devsite-user> </div> </div> </div> <div class="devsite-collapsible-section "> <div class="devsite-header-background"> <div class="devsite-product-id-row" hidden> <div class="devsite-product-description-row"> </div> </div> <div class="devsite-doc-set-nav-row"> <ul class="devsite-breadcrumb-list"> <li class="devsite-breadcrumb-item "> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Lower Header" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="AI Platform"> AI Platform </a> </li> </ul> <div class="devsite-product-button-row"> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/contact" class="cta-button-secondary button " data-overflow-wrapper="tab" data-overflow-container="left" track-name="sales" track-type="contact" data-overflow="devsite-tabs-wrapper" track-metadata-eventdetail="nav" track-metadata-position="nav">Contact Us</a> <a href="//web.archive.org/web/20210217185448/https://console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary " track-type="freeTrial" track-metadata-eventdetail="nav" track-name="gcpCta" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" data-overflow-container="right" referrerpolicy="no-referrer-when-downgrade" track-metadata-position="nav">Get started for free</a> </div> </div> </div> </div> </div> </devsite-header> <devsite-book-nav scrollbars hidden> <nav class="devsite-book-nav devsite-nav nocontent" aria-label="Side menu"> <div class="devsite-mobile-header"> <button type="button" id="devsite-close-nav" class="devsite-header-icon-button button-flat material-icons gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close navigation" aria-label="Close navigation"> </button> <div class="devsite-product-name-wrapper"> <a href="/web/20210217185448/https://cloud.google.com/" class="devsite-site-logo-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Site logo" track-type="globalNav" track-name="googleCloud" track-metadata-position="nav" track-metadata-eventdetail="nav"> <img src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/images/cloud-logo.svg" class="devsite-site-logo" alt="Google Cloud"> </a> <span class="devsite-product-name"> <ul class="devsite-breadcrumb-list"> <li class="devsite-breadcrumb-item devsite-has-google-wordmark"> </li> </ul> </span> </div> </div> <div class="devsite-book-nav-wrapper"> <div class="devsite-mobile-nav-top"> <ul class="devsite-nav-list"> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Why Google" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="whyGoogle"> <span class="devsite-nav-text" tooltip> Why Google </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip menu="Why Google"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Why Google"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Solutions" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="solutions"> <span class="devsite-nav-text" tooltip> Solutions </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip menu="Solutions"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Solutions"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products" class="devsite-nav-title gc-analytics-event devsite-nav-has-children devsite-nav-active" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Products" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="products"> <span class="devsite-nav-text" tooltip> Products </span> <span class="devsite-nav-icon material-icons" data-icon="forward"> </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip menu="Products"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Products"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pricing" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="pricing"> <span class="devsite-nav-text" tooltip> Pricing </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip menu="Pricing"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Pricing"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/start" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Getting started" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gettingStarted"> <span class="devsite-nav-text" tooltip> Getting started </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip menu="Getting started"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Getting started"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Docs" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="docs"> <span class="devsite-nav-text" tooltip> Docs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/support-hub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Support" track-type="globalNav" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="support"> <span class="devsite-nav-text" tooltip> Support </span> </a> </li> <li class="devsite-nav-item"> <a href="//web.archive.org/web/20210217185448/https://console.cloud.google.com/" class="devsite-nav-title gc-analytics-event " track-metadata-position="nav" track-name="console" track-type="globalNav" track-metadata-eventdetail="nav" referrerpolicy="no-referrer-when-downgrade" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="console"> <span class="devsite-nav-text" tooltip> Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/contact" class="cta-button-secondary button" data-overflow-wrapper="tab" data-overflow-container="left" track-name="sales" track-type="contact" data-overflow="devsite-tabs-wrapper" track-metadata-eventdetail="nav" track-metadata-position="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Us" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="contactUs"> <span class="devsite-nav-text" tooltip> Contact Us </span> </a> </li> <li class="devsite-nav-item"> <a href="//web.archive.org/web/20210217185448/https://console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary" track-type="freeTrial" track-metadata-eventdetail="nav" track-name="gcpCta" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" data-overflow-container="right" referrerpolicy="no-referrer-when-downgrade" track-metadata-position="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Get started for free" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="getStartedForFree"> <span class="devsite-nav-text" tooltip> Get started for free </span> </a> </li> </ul> </div> <div class="devsite-mobile-nav-bottom" role="navigation"> <ul class="devsite-nav-list" menu="Why Google" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Transform your business with innovative solutions </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Learn more" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="learnMore"> <span class="devsite-nav-text" tooltip> Learn more </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Why Google Cloud </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Choosing Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="choosingGoogleCloud"> <span class="devsite-nav-text" tooltip> Choosing Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/multicloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Multicloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="multicloud"> <span class="devsite-nav-text" tooltip> Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Trust and security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trustAndSecurity"> <span class="devsite-nav-text" tooltip> Trust and security </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Global infrastructure" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="globalInfrastructure"> <span class="devsite-nav-text" tooltip> Global infrastructure </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataAnalytics"> <span class="devsite-nav-text" tooltip> Data analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/open-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="openCloud"> <span class="devsite-nav-text" tooltip> Open cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sustainability" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Sustainability" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="sustainability"> <span class="devsite-nav-text" tooltip> Sustainability </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/analyst-reports" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Analyst reports" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="analystReports"> <span class="devsite-nav-text" tooltip> Analyst reports </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/customers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Customer stories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="customerStories"> <span class="devsite-nav-text" tooltip> Customer stories </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/blog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Blog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudBlog"> <span class="devsite-nav-text" tooltip> Google Cloud Blog </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Solutions" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions#industry-solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Industry Solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="industrySolutions"> <span class="devsite-nav-text" tooltip> Industry Solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/retail" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Retail" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="retail"> <span class="devsite-nav-text" tooltip> Retail </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/cpg" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Consumer Packaged Goods" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="consumerPackagedGoods"> <span class="devsite-nav-text" tooltip> Consumer Packaged Goods </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/financial-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Financial Services" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="financialServices"> <span class="devsite-nav-text" tooltip> Financial Services </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/healthcare-life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare and Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="healthcareAndLifeSciences"> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/media-entertainment" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Media and Entertainment" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="mediaAndEntertainment"> <span class="devsite-nav-text" tooltip> Media and Entertainment </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/telecommunications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecommunications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="telecommunications"> <span class="devsite-nav-text" tooltip> Telecommunications </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/gaming" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gaming" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gaming"> <span class="devsite-nav-text" tooltip> Gaming </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/manufacturing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Manufacturing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="manufacturing"> <span class="devsite-nav-text" tooltip> Manufacturing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/energy" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Energy" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="energy"> <span class="devsite-nav-text" tooltip> Energy </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/government" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Government" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="government"> <span class="devsite-nav-text" tooltip> Government </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/education" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Education" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="education"> <span class="devsite-nav-text" tooltip> Education </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/smb" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Small and Medium Business" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="smallAndMediumBusiness"> <span class="devsite-nav-text" tooltip> Small and Medium Business </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllSolutions"> <span class="devsite-nav-text" tooltip> See all solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/application-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="applicationModernization"> <span class="devsite-nav-text" tooltip> Application Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/hybrid-and-multicloud-application-platform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multi-cloud Application Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMultiCloudApplicationPlatform"> <span class="devsite-nav-text" tooltip> Hybrid and Multi-cloud Application Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/cloud-native-app-development" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud-Native App Development" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloud-NativeAppDevelopment"> <span class="devsite-nav-text" tooltip> Cloud-Native App Development </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Serverless Solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="serverlessSolutions"> <span class="devsite-nav-text" tooltip> Serverless Solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/devops" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: DevOps" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="devOps"> <span class="devsite-nav-text" tooltip> DevOps </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/configuration-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Configuration Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="configurationManagement"> <span class="devsite-nav-text" tooltip> Configuration Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/continuous-delivery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Continuous Delivery (CD)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="continuousDelivery(CD)"> <span class="devsite-nav-text" tooltip> Continuous Delivery (CD) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/continuous-integration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Continuous Integration (CI)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="continuousIntegration(CI)"> <span class="devsite-nav-text" tooltip> Continuous Integration (CI) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/infrastructure-as-code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure as Code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="infrastructureAsCode"> <span class="devsite-nav-text" tooltip> Infrastructure as Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/secrets-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Secrets Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="secretsManagement"> <span class="devsite-nav-text" tooltip> Secrets Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/mainframe-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mainframe Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="mainframeModernization"> <span class="devsite-nav-text" tooltip> Mainframe Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/web-hosting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hosting" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hosting"> <span class="devsite-nav-text" tooltip> Hosting </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artificial Intelligence" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="artificialIntelligence"> <span class="devsite-nav-text" tooltip> Artificial Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/build-and-use-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Build and Use AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="buildAndUseAI"> <span class="devsite-nav-text" tooltip> Build and Use AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/contact-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Center AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="contactCenterAI"> <span class="devsite-nav-text" tooltip> Contact Center AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/document-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Document AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="documentAI"> <span class="devsite-nav-text" tooltip> Document AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/talent-solution" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Talent Solution" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTalentSolution"> <span class="devsite-nav-text" tooltip> Cloud Talent Solution </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/business-application-platform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Business Application Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="businessApplicationPlatform"> <span class="devsite-nav-text" tooltip> Business Application Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/new-channels-using-apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: New Business Channels Using APIs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="newBusinessChannelsUsingAPIs"> <span class="devsite-nav-text" tooltip> New Business Channels Using APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/unlocking-legacy-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Unlocking Legacy Applications Using APIs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="unlockingLegacyApplicationsUsingAPIs"> <span class="devsite-nav-text" tooltip> Unlocking Legacy Applications Using APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/apigee/solutions/open-banking-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open Banking APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="openBankingAPIx"> <span class="devsite-nav-text" tooltip> Open Banking APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databases"> <span class="devsite-nav-text" tooltip> Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigration"> <span class="devsite-nav-text" tooltip> Database Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/database-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseModernization"> <span class="devsite-nav-text" tooltip> Database Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudDatabases"> <span class="devsite-nav-text" tooltip> Google Cloud Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/migrate-oracle-workloads" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate Oracle workloads to Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateOracleWorkloadsToGoogleCloud"> <span class="devsite-nav-text" tooltip> Migrate Oracle workloads to Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/open-source-databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open Source Databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="openSourceDatabases"> <span class="devsite-nav-text" tooltip> Open Source Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sql-server" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SQL Server on Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="sQLServerOnGoogleCloud"> <span class="devsite-nav-text" tooltip> SQL Server on Google Cloud </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Digital Transformation </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/business-continuity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Business Continuity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="businessContinuity"> <span class="devsite-nav-text" tooltip> Business Continuity </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/business-innovation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Digital Innovation" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="digitalInnovation"> <span class="devsite-nav-text" tooltip> Digital Innovation </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/operational-efficiency" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operational Efficiency" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operationalEfficiency"> <span class="devsite-nav-text" tooltip> Operational Efficiency </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/covid19" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: COVID-19 Solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cOVID-19Solutions"> <span class="devsite-nav-text" tooltip> COVID-19 Solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/covid19-healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: COVID-19 Solutions for the Healthcare Industry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cOVID-19SolutionsForTheHealthcareIndustry"> <span class="devsite-nav-text" tooltip> COVID-19 Solutions for the Healthcare Industry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/infrastructure-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="infrastructureModernization"> <span class="devsite-nav-text" tooltip> Infrastructure Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="applicationMigration"> <span class="devsite-nav-text" tooltip> Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/sap" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SAP on Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="sAPOnGoogleCloud"> <span class="devsite-nav-text" tooltip> SAP on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/hpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: High Performance Computing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="highPerformanceComputing"> <span class="devsite-nav-text" tooltip> High Performance Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/windows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Windows on Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="windowsOnGoogleCloud"> <span class="devsite-nav-text" tooltip> Windows on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/migration-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Center Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataCenterMigration"> <span class="devsite-nav-text" tooltip> Data Center Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/marketing-technology" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Marketing Technology" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="marketingTechnology"> <span class="devsite-nav-text" tooltip> Marketing Technology </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Active Assist" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="activeAssist"> <span class="devsite-nav-text" tooltip> Active Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/virtual-desktops" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Virtual Desktops" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="virtualDesktops"> <span class="devsite-nav-text" tooltip> Virtual Desktops </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Assessment & Migration Program (RAMP)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="rapidAssessment&MigrationProgram(RAMP)"> <span class="devsite-nav-text" tooltip> Rapid Assessment & Migration Program (RAMP) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/productivity-collaboration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Productivity and Collaboration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="productivityAndCollaboration"> <span class="devsite-nav-text" tooltip> Productivity and Collaboration </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleWorkspace"> <span class="devsite-nav-text" tooltip> Google Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/essentials/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace Essentials" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleWorkspaceEssentials"> <span class="devsite-nav-text" tooltip> Google Workspace Essentials </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Identity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIdentity"> <span class="devsite-nav-text" tooltip> Cloud Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://chromeenterprise.google/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="chromeEnterprise"> <span class="devsite-nav-text" tooltip> Chrome Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/search" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Search" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSearch"> <span class="devsite-nav-text" tooltip> Cloud Search </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="security"> <span class="devsite-nav-text" tooltip> Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/security-analytics-and-operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Analytics and Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="securityAnalyticsAndOperations"> <span class="devsite-nav-text" tooltip> Security Analytics and Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/web-app-and-api-protection" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Web App and API Protection" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="webAppAndAPIProtection"> <span class="devsite-nav-text" tooltip> Web App and API Protection </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Smart Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="smartAnalytics"> <span class="devsite-nav-text" tooltip> Smart Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/data-warehouse-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Warehouse Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataWarehouseModernization"> <span class="devsite-nav-text" tooltip> Data Warehouse Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/stream-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Stream Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="streamAnalytics"> <span class="devsite-nav-text" tooltip> Stream Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/marketing-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Marketing Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="marketingAnalytics"> <span class="devsite-nav-text" tooltip> Marketing Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/data-lake" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Lake Modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataLakeModernization"> <span class="devsite-nav-text" tooltip> Data Lake Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Business Intelligence" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="businessIntelligence"> <span class="devsite-nav-text" tooltip> Business Intelligence </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Products" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Featured Products </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="computeEngine"> <span class="devsite-nav-text" tooltip> Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudStorage"> <span class="devsite-nav-text" tooltip> Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSDK"> <span class="devsite-nav-text" tooltip> Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSQL"> <span class="devsite-nav-text" tooltip> Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleKubernetesEngine"> <span class="devsite-nav-text" tooltip> Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQuery"> <span class="devsite-nav-text" tooltip> BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCDN"> <span class="devsite-nav-text" tooltip> Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dataflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataflow"> <span class="devsite-nav-text" tooltip> Dataflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all products (100+)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllProducts(100+)"> <span class="devsite-nav-text" tooltip> See all products (100+) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and Machine Learning" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="aIAndMachineLearning"> <span class="devsite-nav-text" tooltip> AI and Machine Learning </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/speech-to-text" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Speech-to-Text" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="speechTo-Text"> <span class="devsite-nav-text" tooltip> Speech-to-Text </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/vision" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vision AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="visionAI"> <span class="devsite-nav-text" tooltip> Vision AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/text-to-speech" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Text-to-Speech" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="textTo-Speech"> <span class="devsite-nav-text" tooltip> Text-to-Speech </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/translate" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Translation" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTranslation"> <span class="devsite-nav-text" tooltip> Cloud Translation </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/natural-language" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Natural Language" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudNaturalLanguage"> <span class="devsite-nav-text" tooltip> Cloud Natural Language </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/automl" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AutoML" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="autoML"> <span class="devsite-nav-text" tooltip> AutoML </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/ai-platform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="aIPlatform"> <span class="devsite-nav-text" tooltip> AI Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/video-intelligence" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Video AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="videoAI"> <span class="devsite-nav-text" tooltip> Video AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/ai-infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI Infrastructure" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="aIInfrastructure"> <span class="devsite-nav-text" tooltip> AI Infrastructure </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dialogflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dialogflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dialogflow"> <span class="devsite-nav-text" tooltip> Dialogflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/automl-tables" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AutoML Tables" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="autoMLTables"> <span class="devsite-nav-text" tooltip> AutoML Tables </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products#ai-and-machine-learning" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all AI and machine learning products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllAIAndMachineLearningProducts"> <span class="devsite-nav-text" tooltip> See all AI and machine learning products </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> API Management </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/apigee/api-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeAPIManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/endpoints" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Endpoints" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudEndpoints"> <span class="devsite-nav-text" tooltip> Cloud Endpoints </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudHealthcareAPI"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/appsheet" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="appSheet"> <span class="devsite-nav-text" tooltip> AppSheet </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: API Gateway" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="aPIGateway"> <span class="devsite-nav-text" tooltip> API Gateway </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="compute"> <span class="devsite-nav-text" tooltip> Compute </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="computeEngine"> <span class="devsite-nav-text" tooltip> Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="appEngine"> <span class="devsite-nav-text" tooltip> App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/gpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud GPUs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudGPUs"> <span class="devsite-nav-text" tooltip> Cloud GPUs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForComputeEngine"> <span class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/preemptible-vms" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Preemptible VMs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="preemptibleVMs"> <span class="devsite-nav-text" tooltip> Preemptible VMs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/shielded-vm" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Shielded VMs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="shieldedVMs"> <span class="devsite-nav-text" tooltip> Shielded VMs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sole-tenant-nodes" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Sole-Tenant Nodes" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="sole-TenantNodes"> <span class="devsite-nav-text" tooltip> Sole-Tenant Nodes </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bareMetal"> <span class="devsite-nav-text" tooltip> Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/recommender" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Recommender" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="recommender"> <span class="devsite-nav-text" tooltip> Recommender </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="vMwareEngine"> <span class="devsite-nav-text" tooltip> VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products#compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all compute products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllComputeProducts"> <span class="devsite-nav-text" tooltip> See all compute products </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containers"> <span class="devsite-nav-text" tooltip> Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleKubernetesEngine"> <span class="devsite-nav-text" tooltip> Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/containers/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerSecurity"> <span class="devsite-nav-text" tooltip> Container Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/ai-platform/deep-learning-containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Deep Learning Containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="deepLearningContainers"> <span class="devsite-nav-text" tooltip> Deep Learning Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Kubernetes Applications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="kubernetesApplications"> <span class="devsite-nav-text" tooltip> Kubernetes Applications </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="artifactRegistry"> <span class="devsite-nav-text" tooltip> Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/knative" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Knative" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="knative"> <span class="devsite-nav-text" tooltip> Knative </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCode"> <span class="devsite-nav-text" tooltip> Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/big-data" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataAnalytics"> <span class="devsite-nav-text" tooltip> Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQuery"> <span class="devsite-nav-text" tooltip> BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dataflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataflow"> <span class="devsite-nav-text" tooltip> Dataflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/pubsub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pub/Sub" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="pub/Sub"> <span class="devsite-nav-text" tooltip> Pub/Sub </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dataproc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataproc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataproc"> <span class="devsite-nav-text" tooltip> Dataproc </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/data-fusion" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Fusion" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDataFusion"> <span class="devsite-nav-text" tooltip> Cloud Data Fusion </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/composer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Composer" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudComposer"> <span class="devsite-nav-text" tooltip> Cloud Composer </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/data-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataCatalog"> <span class="devsite-nav-text" tooltip> Data Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dataprep" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataprep" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataprep"> <span class="devsite-nav-text" tooltip> Dataprep </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://marketingplatform.google.com/about/data-studio/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Data Studio" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleDataStudio"> <span class="devsite-nav-text" tooltip> Google Data Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://marketingplatform.google.com/about/enterprise/#?modal_active=none" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Marketing Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleMarketingPlatform"> <span class="devsite-nav-text" tooltip> Google Marketing Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLifeSciences"> <span class="devsite-nav-text" tooltip> Cloud Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databases"> <span class="devsite-nav-text" tooltip> Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/bigtable" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Bigtable" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBigtable"> <span class="devsite-nav-text" tooltip> Cloud Bigtable </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/firestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firestore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firestore"> <span class="devsite-nav-text" tooltip> Firestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/memorystore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Memorystore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="memorystore"> <span class="devsite-nav-text" tooltip> Memorystore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/spanner" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Spanner" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSpanner"> <span class="devsite-nav-text" tooltip> Cloud Spanner </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSQL"> <span class="devsite-nav-text" tooltip> Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bareMetal"> <span class="devsite-nav-text" tooltip> Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://firebase.google.com/products/realtime-database/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firebase Realtime Database" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firebaseRealtimeDatabase"> <span class="devsite-nav-text" tooltip> Firebase Realtime Database </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="developerTools"> <span class="devsite-nav-text" tooltip> Developer Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="artifactRegistry"> <span class="devsite-nav-text" tooltip> Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCode"> <span class="devsite-nav-text" tooltip> Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/deployment-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDeploymentManager"> <span class="devsite-nav-text" tooltip> Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSDK"> <span class="devsite-nav-text" tooltip> Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudScheduler"> <span class="devsite-nav-text" tooltip> Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSourceRepositories"> <span class="devsite-nav-text" tooltip> Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTasks"> <span class="devsite-nav-text" tooltip> Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/tekton" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Tekton" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tekton"> <span class="devsite-nav-text" tooltip> Tekton </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareAPIx"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudHealthcareAPI"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLifeSciences"> <span class="devsite-nav-text" tooltip> Cloud Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/natural-language" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare Natural Language AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="healthcareNaturalLanguageAI"> <span class="devsite-nav-text" tooltip> Healthcare Natural Language AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multi-cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMultiCloud"> <span class="devsite-nav-text" tooltip> Hybrid and Multi-cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/anthos/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRunForAnthos"> <span class="devsite-nav-text" tooltip> Cloud Run for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudMarketplaceForAnthos"> <span class="devsite-nav-text" tooltip> Google Cloud Marketplace for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeAPIManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Internet of Things </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/iot-core" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IoT Core" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIoTCore"> <span class="devsite-nav-text" tooltip> Cloud IoT Core </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/edge-tpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Edge TPU" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="edgeTPU"> <span class="devsite-nav-text" tooltip> Edge TPU </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="managementTools"> <span class="devsite-nav-text" tooltip> Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudShell"> <span class="devsite-nav-text" tooltip> Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudConsole"> <span class="devsite-nav-text" tooltip> Cloud Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/deployment-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDeploymentManager"> <span class="devsite-nav-text" tooltip> Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/console-app" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Mobile App" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudMobileApp"> <span class="devsite-nav-text" tooltip> Cloud Mobile App </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud APIs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudAPIs"> <span class="devsite-nav-text" tooltip> Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="privateCatalog"> <span class="devsite-nav-text" tooltip> Private Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="costManagement"> <span class="devsite-nav-text" tooltip> Cost Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Media and Gaming </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/game-servers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Game Servers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gameServers"> <span class="devsite-nav-text" tooltip> Game Servers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/opencue" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: OpenCue" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="openCue"> <span class="devsite-nav-text" tooltip> OpenCue </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/cloud-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migration"> <span class="devsite-nav-text" tooltip> Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="applicationMigration"> <span class="devsite-nav-text" tooltip> Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/bigquery/transfer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery Data Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigQueryDataTransferService"> <span class="devsite-nav-text" tooltip> BigQuery Data Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/data-transfer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Transfer" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDataTransfer"> <span class="devsite-nav-text" tooltip> Cloud Data Transfer </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/foundation-toolkit" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Foundation Toolkit" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudFoundationToolkit"> <span class="devsite-nav-text" tooltip> Cloud Foundation Toolkit </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForComputeEngine"> <span class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Assessment & Migration Program (RAMP)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="rapidAssessment&MigrationProgram(RAMP)"> <span class="devsite-nav-text" tooltip> Rapid Assessment & Migration Program (RAMP) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/transfer-appliance" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transfer Appliance" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="transferAppliance"> <span class="devsite-nav-text" tooltip> Transfer Appliance </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="transferService"> <span class="devsite-nav-text" tooltip> Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="vMwareEngine"> <span class="devsite-nav-text" tooltip> VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Networking" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networking"> <span class="devsite-nav-text" tooltip> Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/armor" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Armor" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudArmor"> <span class="devsite-nav-text" tooltip> Cloud Armor </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCDN"> <span class="devsite-nav-text" tooltip> Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dns" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud DNS" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDNS"> <span class="devsite-nav-text" tooltip> Cloud DNS </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/load-balancing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Load Balancing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLoadBalancing"> <span class="devsite-nav-text" tooltip> Cloud Load Balancing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/nat" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud NAT" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudNAT"> <span class="devsite-nav-text" tooltip> Cloud NAT </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/hybrid-connectivity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid Connectivity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridConnectivity"> <span class="devsite-nav-text" tooltip> Hybrid Connectivity </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/network-intelligence-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Intelligence Center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networkIntelligenceCenter"> <span class="devsite-nav-text" tooltip> Network Intelligence Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/network-tiers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Service Tiers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networkServiceTiers"> <span class="devsite-nav-text" tooltip> Network Service Tiers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/network-telemetry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Telemetry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networkTelemetry"> <span class="devsite-nav-text" tooltip> Network Telemetry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/vpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Virtual Private Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="virtualPrivateCloud"> <span class="devsite-nav-text" tooltip> Virtual Private Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/service-directory" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Service Directory" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="serviceDirectory"> <span class="devsite-nav-text" tooltip> Service Directory </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/logging" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Logging" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLogging"> <span class="devsite-nav-text" tooltip> Cloud Logging </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/monitoring" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Monitoring" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudMonitoring"> <span class="devsite-nav-text" tooltip> Cloud Monitoring </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/error-reporting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Error Reporting" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="errorReporting"> <span class="devsite-nav-text" tooltip> Error Reporting </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/kubernetes-engine-monitoring" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Kubernetes Engine Monitoring" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="kubernetesEngineMonitoring"> <span class="devsite-nav-text" tooltip> Kubernetes Engine Monitoring </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/trace" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Trace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTrace"> <span class="devsite-nav-text" tooltip> Cloud Trace </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/profiler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Profiler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudProfiler"> <span class="devsite-nav-text" tooltip> Cloud Profiler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/debugger" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Debugger" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDebugger"> <span class="devsite-nav-text" tooltip> Cloud Debugger </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security and Identity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="securityAndIdentity"> <span class="devsite-nav-text" tooltip> Security and Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/iam" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IAM" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIAM"> <span class="devsite-nav-text" tooltip> Cloud IAM </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/assured-workloads" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Assured Workloads" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="assuredWorkloads"> <span class="devsite-nav-text" tooltip> Assured Workloads </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/security-key-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Key Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudKeyManagement"> <span class="devsite-nav-text" tooltip> Cloud Key Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/confidential-computing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Confidential Computing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="confidentialComputing"> <span class="devsite-nav-text" tooltip> Confidential Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/security-command-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Command Center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="securityCommandCenter"> <span class="devsite-nav-text" tooltip> Security Command Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/dlp" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Loss Prevention" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDataLossPrevention"> <span class="devsite-nav-text" tooltip> Cloud Data Loss Prevention </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/managed-microsoft-ad" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Managed Service for Microsoft Active Directory" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="managedServiceForMicrosoftActiveDirectory"> <span class="devsite-nav-text" tooltip> Managed Service for Microsoft Active Directory </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/access-transparency" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Access Transparency" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="accessTransparency"> <span class="devsite-nav-text" tooltip> Access Transparency </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/titan-security-key" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Titan Security Key" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="titanSecurityKey"> <span class="devsite-nav-text" tooltip> Titan Security Key </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/secret-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Secret Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="secretManager"> <span class="devsite-nav-text" tooltip> Secret Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/beyondcorp-enterprise" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BeyondCorp Enterprise" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="beyondCorpEnterprise"> <span class="devsite-nav-text" tooltip> BeyondCorp Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products#security-and-identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all security and identity products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllSecurityAndIdentityProducts"> <span class="devsite-nav-text" tooltip> See all security and identity products </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Serverless Computing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="serverlessComputing"> <span class="devsite-nav-text" tooltip> Serverless Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/functions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Functions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudFunctions"> <span class="devsite-nav-text" tooltip> Cloud Functions </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="appEngine"> <span class="devsite-nav-text" tooltip> App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/workflows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Workflows" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="workflows"> <span class="devsite-nav-text" tooltip> Workflows </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="storage"> <span class="devsite-nav-text" tooltip> Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudStorage"> <span class="devsite-nav-text" tooltip> Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/filestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Filestore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="filestore"> <span class="devsite-nav-text" tooltip> Filestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/persistent-disk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Persistent Disk" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="persistentDisk"> <span class="devsite-nav-text" tooltip> Persistent Disk </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://firebase.google.com/products/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage for Firebase" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudStorageForFirebase"> <span class="devsite-nav-text" tooltip> Cloud Storage for Firebase </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/local-ssd" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Local SSD" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="localSSD"> <span class="devsite-nav-text" tooltip> Local SSD </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/storage/archival" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Archival Storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="archivalStorage"> <span class="devsite-nav-text" tooltip> Archival Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/data-transfer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Transfer" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudDataTransfer"> <span class="devsite-nav-text" tooltip> Cloud Data Transfer </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/essentials/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace Essentials" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleWorkspaceEssentials"> <span class="devsite-nav-text" tooltip> Google Workspace Essentials </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Pricing" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Do more for less with Google Cloud </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/contact" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Us" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="contactUs"> <span class="devsite-nav-text" tooltip> Contact Us </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Google Cloud Platform </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Overview" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="overview"> <span class="devsite-nav-text" tooltip> Overview </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/pricing/list" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Price list" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="priceList"> <span class="devsite-nav-text" tooltip> Price list </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/products/calculator" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Calculators" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="calculators"> <span class="devsite-nav-text" tooltip> Calculators </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/free" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Free on Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="freeOnGoogleCloud"> <span class="devsite-nav-text" tooltip> Free on Google Cloud </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> More Cloud Products </span> </span> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://workspace.google.com/pricing.html" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleWorkspace"> <span class="devsite-nav-text" tooltip> Google Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/maps-platform/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Maps Platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleMapsPlatform"> <span class="devsite-nav-text" tooltip> Google Maps Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/identity#pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Identity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIdentity"> <span class="devsite-nav-text" tooltip> Cloud Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://apigee.com/api-management/#/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigee"> <span class="devsite-nav-text" tooltip> Apigee </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://firebase.google.com/pricing/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firebase" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="firebase"> <span class="devsite-nav-text" tooltip> Firebase </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://www.zyncrender.com/#pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Zync Render" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="zyncRender"> <span class="devsite-nav-text" tooltip> Zync Render </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Getting started" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Get started with Google Cloud </span> </span> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://console.cloud.google.com/freetrial" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Try GCP Free" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tryGCPFree"> <span class="devsite-nav-text" tooltip> Try GCP Free </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/gcp/getting-started" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Get Started" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="getStarted"> <span class="devsite-nav-text" tooltip> Get Started </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Resources to Start on Your Own </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/gcp/getting-started" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Quickstarts" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="quickstarts"> <span class="devsite-nav-text" tooltip> Quickstarts </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/marketplace" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: GCP Marketplace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gCPMarketplace"> <span class="devsite-nav-text" tooltip> GCP Marketplace </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/training" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Training" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="training"> <span class="devsite-nav-text" tooltip> Training </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/certification" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Certification" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="certification"> <span class="devsite-nav-text" tooltip> Certification </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Get Help from an Expert </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/consulting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Consulting" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="consulting"> <span class="devsite-nav-text" tooltip> Consulting </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/tam" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Technical Account Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="technicalAccountManagement"> <span class="devsite-nav-text" tooltip> Technical Account Management </span> </a> </li> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210217185448/https://cloud.withgoogle.com/partners/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Find a Partner" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="findAPartner"> <span class="devsite-nav-text" tooltip> Find a Partner </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/partners/become-a-partner" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Become a Partner" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="becomeAPartner"> <span class="devsite-nav-text" tooltip> Become a Partner </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210217185448/https://cloud.google.com/getting-started" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: More ways to get started" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="moreWaysToGetStarted"> <span class="devsite-nav-text" tooltip> More ways to get started </span> </a> </li> </ul> </div> </div> </nav> </devsite-book-nav> <section id="gc-wrapper"> <main role="main" class="devsite-main-content"> <devsite-toc class="devsite-nav" disabled></devsite-toc> <devsite-content> <article class="devsite-article"> <div class="devsite-article-meta" role="navigation"> <ul class="devsite-breadcrumb-list" aria-label="Breadcrumb"> <li class="devsite-breadcrumb-item "> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="Google Cloud"> Home </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="2" track-type="globalNav" track-name="breadcrumb" track-metadata-position="2" track-metadata-eventdetail=""> Products </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="3" track-type="globalNav" track-name="breadcrumb" track-metadata-position="3" track-metadata-eventdetail="AI Platform"> AI Platform </a> </li> </ul> </div> <devsite-toc class="devsite-nav" devsite-toc-embedded disabled> </devsite-toc> <div class="devsite-article-body clearfix devsite-no-page-title"> <cloudx-tags tags="105D176Y"></cloudx-tags> <article id="cloud-site"> <style> .module-section:first-child { margin-top: 48px; } .module-section:empty { display: none; } .module-section:not(:empty) { margin-bottom: 48px; } .richtext p { color: inherit; font: inherit; margin-bottom: 0; } .cloud-jump-content { padding-top: 72px; } .cloud-module__description p { margin: 0; } .cloud-module__description p+p { margin-top: 16px; } @media(min-width: 1024px) { .module-section:first-child { margin-top: 60px; } .module-section:not(:empty) { margin-bottom: 60px; } } @media(min-width: 1280px) { .cloud-jump-content { padding-top: 0; } } /** Video Component */ .bricks-video { text-align: center; border-radius: 4px; display: block; } .bricks-video__asset { display: flex; position: relative; } .bricks-video__asset img { border-radius: 4px; } .bricks-video__asset::hover .bricks-video__icon { color: #1a73e8; } .bricks-video__icon { align-items: center; color: rgb(40, 40, 40, .8); display: flex; height: 100%; justify-content: center; position: absolute; top: 0; width: 100%; } .bricks-video__icon svg { fill: currentColor; } .bricks-video__timestamp { background-color: rgba(0, 0, 0, .6); border-radius: 50px; bottom: 0; color: #fff; display: inline-block; font-size: 11px; font-weight: 500; letter-spacing: 1px; line-height: 14px; margin: 8px; padding: 2px 5px; position: absolute; right: 0; } .bricks-video__caption { text-align: left; width: 100%; margin: 16px auto 0 auto; } @media (min-width: 600px) and (max-width: 1024px) { .bricks-video { max-width: 400px; margin: 0 auto; } } @media (max-width: 600px) { .bricks-video img { width: 100%; } } @media(max-width: 1024px) { .bricks-video__caption { text-align: center; } } </style> <style> .product-template__benefits:not(:empty) { margin-top: 36px; } </style> <section class="module-section">  </section> <style> .in-page-navigation-module cloudx-jump-menu[mixed], .in-page-navigation-module .cloud-jump-menu { padding-top: 0 } .in-page-navigation-module .bricks-jump-menu { background-color: #f8f9fa; } @media(min-width: 1024px) { .in-page-navigation-module .bricks-jump-menu { margin-top: 60px; } .in-page-navigation-module .bricks-jump-menu--has-banner { margin-top: 0; } } #cloud-site cloudx-jump-menu .in-page-navigation-module__headline { margin-top: 0; } </style> <div class="in-page-navigation-module"> <nav data-cloud-menu-label="Jump to" data-cloud-hidden-large="true" class="cloud-jump-menu cloud-jump-menu__mixed bricks-jump-menu--has-banner"> <div class="cloud-menu-content"> <a href="#" class="cloud-jump-menu__toggle cloud-jump-menu__toggle--hide-large">Jump to<i class="material-icons" aria-hidden="true" translate="no"><span></span></i></a> <div class="cloud-jump-menu__links"> <span class="cloud-subhead in-page-navigation-module__headline"> AI Platform </span> <div class="cloud-jump-menu__active-page"></div> </div> </div> </nav> </div> <div class="cloud-jump-content"> <section class="module-section"> <style> .hero-module__checkmarks { list-style: none; padding-left: 0; } .hero-module__checkmarks li:last-child { margin-bottom: 0; } .hero-module__checkmark { margin: 0; display: flex; } .hero-module--product .hero-module__checkmark { margin-top: 16px; } .hero-module__checkmark p { display: inline; margin: 0; } .hero-module__checkmark-check { margin-right: 16px; margin-top: 6px; } .hero-module__right-rail:not(:empty) { margin-top: 36px; } .hero-module__button-wrapper { align-items: center; display: flex; flex-wrap: wrap; } .hero-module__buttons { margin-right: 36px; width: 100%; } .hero-module__richtext-cta { line-height: 40px; } .hero-module__richtext-cta p { margin-top: 0; } .hero-module__buttons .cloud-button:first-child:not(:only-child) { margin-right: 16px; } .hero-module__buttons .cloud-button:last-child:not(:only-child) { margin-top: 12px; } .hero-module--centered.hero-module--no-hero-asset .hero-module__content { text-align: center; } .hero-module--centered.hero-module--no-hero-asset .hero-module__button-wrapper { justify-content: center; } @media(min-width: 1024px) { .hero-module__right-rail:not(:empty) { margin-top: 0; } } @media(max-width: 1024px) { .hero-module--centered .hero-module__content { text-align: center; } .hero-module__buttons { margin-right: 0; } } @media(max-width: 600px) { .hero-module__buttons .cloud-button--flat { margin-top: 12px; } } </style> <div class="hero-module hero-module--product" track-metadata-module="hero" track-metadata-module_headline="ai platform" track-metadata-position="hero"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-12"> </div> <div class="hero-module__content cloud-grid__col is-8"> <div class="cws-spacer-2--bottom"> <h2 class="cloud-headline2" id="ai-platform" data-text=" AI Platform "> AI Platform </h2> </div> <div class="cws-spacer-3--bottom"> <p class="richtext cloud-body-text__large"> <p>Fully managed, end-to-end platform for data science and machine learning.</p> </p> </div> <div class="hero-module__button-wrapper cws-spacer-3--top"> <div class="hero-module__buttons"> <a class="cloud-button cloud-button--primary" href="https://web.archive.org/web/20210217185448/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="primary" track-metadata-module="hero" track-metadata-module_headline="ai platform" track-name="try it free" track-metadata-position="hero"> Try it free </a> <a class="cloud-button cloud-button--secondary" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/docs" track-type="button" track-metadata-eventdetail="cloud.google.com/ai-platform/docs" track-metadata-modifier="secondary" track-metadata-module="hero" track-metadata-module_headline="ai platform" track-name="view documentation" track-metadata-position="hero"> View documentation </a> </div> </div> <ul class="cloud-grid hero-module__checkmarks cws-spacer-3--top"> <div class="cloud-grid__col is-12"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg></span> <span class="richtext cloud-body-text"> <p>Managed services for hassle-free development</p> </span> </li> </div> <div class="cloud-grid__col is-12"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg></span> <span class="richtext cloud-body-text"> <p>Faster time to production with code-based and no-code tools</p> </span> </li> </div> <div class="cloud-grid__col is-12"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg></span> <span class="richtext cloud-body-text"> <p>Robust governance with interpretable models</p> </span> </li> </div> </ul> </div> <div class="hero-module__right-rail cloud-grid__col is-4"> <div class="cloud-card cloud-card--no-hover cloud-elevation-z1"> <div class="cloud-card__content--has-footer" style=""> <div class="cloud-card__icon"> <img alt="Offer icon" class="" src="https://web.archive.org/web/20210217185448im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/icon__gated-content--offer@SVG.svg" style="max-width: 32px;"> </div> <p class="cloud-card__headline cloud-subhead2">NEW AI Platform (Unified) brings together AI Platform, AutoML, and MLOps in one complete, cohesive platform.</p> </div> <div class="cloud-card__footer"> <a class="cloud-button cloud-button--flat" href="/web/20210217185448/https://cloud.google.com/ai-platform-unified/docs" track-type="button" track-metadata-eventdetail="cloud.google.com/ai-platform-unified/docs" track-metadata-modifier="flat" track-metadata-module="hero" track-metadata-module_headline="ai platform" track-name="try it now in preview" track-metadata-parent_type="card" track-metadata-position="hero"> Try it now in Preview </a> </div> </div> </div> </div> </div> <div class="product-template__benefits"> <div class="cloud-jump-section" data-cloud-main-text="Benefits"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Benefits</p> <style> .benefit-module__headline { margin: 0 0 16px; } .benefit-module__copy-block { border: 1px solid #dbdce0; padding: 36px; } @media(max-width: 600px) { .benefit-module__copy-block { padding: 0 24px; } .benefit-module__copy-block .cloud-copy__text { margin: 24px 0; } } </style> <div class="benefits-module cloud-copy" track-metadata-module="benefits"> <div class="benefit-module__copy-block cloud-grid--alternate"> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="benefit-module__headline"> <h4 class="cloud-headline4" id="for-every-skill-level" data-text="For every skill level">For every skill level</h4> </div> <span class="richtext cloud-body-text"> <p>Whether it's point-and-click data science using AutoML or advanced model optimization, AI Platform helps all users take their projects from ideation to deployment, quickly and seamlessly.</p> </span> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="benefit-module__headline"> <h4 class="cloud-headline4" id="mlops,-simplified" data-text="MLOps, simplified">MLOps, simplified</h4> </div> <span class="richtext cloud-body-text"> <p>Machine learning doesn’t stop at deployment. AI Platform makes it easy for developers, data scientists, and data engineers to streamline and scale their ML workflows. </p> </span> </div> <div class="cloud-grid__col cloud-copy__text is-6 is-4__large"> <div class="benefit-module__headline"> <h4 class="cloud-headline4" id="best-of-googles-ai" data-text="Best of Google's AI">Best of Google's AI</h4> </div> <span class="richtext cloud-body-text"> <p>Take advantage of Google’s expertise in AI by infusing our cutting-edge technologies into your applications via tools on AI Platform like TPUs and TensorFlow.</p> </span> </div> </div> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Key features"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Key features</p> <style> .key-features-module__eyebrow { margin-bottom: 8px; } .key-features-module__key-feature { margin-bottom: 40px; } .key-features-module__key-feature:last-of-type { margin-bottom: 24px; } .key-features-module__right-rail:not(:empty) { margin-top: 36px; } @media(min-width: 768px) { .key-features-module__right-rail:not(:empty) { margin-top: 0; } } </style> <div class="key-features-module" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle"> <div class="cloud-grid"> <div class="key-features-module__headline cws-spacer-4--bottom cloud-grid__col is-8"> <h3 class="cloud-headline3" id="end-to-end-machine-learning-life-cycle" data-text=" End-to-end machine learning life cycle "> End-to-end machine learning life cycle </h3> </div> </div> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="prepare" data-text="Prepare">Prepare</h5> <span class="richtext cloud-body-text"> <p>Prepare and store your datasets with <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/bigquery/docs/datasets-intro" track-type="inline link" track-metadata-eventdetail="cloud.google.com/bigquery/docs/datasets-intro" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="bigquery">BigQuery</a> and <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/storage" track-type="inline link" track-metadata-eventdetail="cloud.google.com/storage" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="cloud storage">Cloud Storage</a>, then use the built-in <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/data-labeling/docs" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/data-labeling/docs" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="data labeling service">Data Labeling Service</a> to label your training data for classification, object detection, entity extraction, and other objectives for image, video, tabular, and text data.</p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="build" data-text="Build">Build</h5> <span class="richtext cloud-body-text"> <p>Build best-in-class ML models without writing any code with <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/automl" track-type="inline link" track-metadata-eventdetail="cloud.google.com/automl" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="automl">AutoML</a>'s easy-to-use UI, or using your own code written in <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform-notebooks" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform-notebooks" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="notebooks">Notebooks</a>, a managed Jupyter Notebook service. Use the latest open-source deep learning frameworks on <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/deep-learning-vm" track-type="inline link" track-metadata-eventdetail="cloud.google.com/deep-learning-vm" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="deep learning vm image">Deep Learning VM Image</a> or <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/deep-learning-containers" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/deep-learning-containers" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="deep learning containers">Deep Learning Containers</a>. Then train your models with our fully managed <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/training/docs/overview" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/training/docs/overview" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="training">Training</a> service.</p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="validate" data-text="Validate">Validate</h5> <span class="richtext cloud-body-text"> <p>Validate your model with <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/explainable-ai" track-type="inline link" track-metadata-eventdetail="cloud.google.com/explainable-ai" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="ai explanations">AI Explanations</a> and <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/prediction/docs/using-what-if-tool" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/prediction/docs/using-what-if-tool" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="what-if tool">What-If Tool</a>, which help you understand your model's outputs, verify model behavior, identify bias, and find ways to improve your model and training data. Take model tuning a step further using <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/optimizer/docs/overview" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/optimizer/docs/overview" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="vizier">Vizier</a>, a black-box optimization service, to tune hyperparameters and optimize your model’s performance.</p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="deploy" data-text="Deploy">Deploy</h5> <span class="richtext cloud-body-text"> <p>Deploy your models at scale to get predictions in the cloud with <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/prediction/docs" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/prediction/docs" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="prediction">Prediction</a>, which hosts your model for online and batch prediction requests. You can also use <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/vision/automl/docs/edge-quickstart" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/automl/docs/edge-quickstart" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="automl vision edge">AutoML Vision Edge</a> to deploy your models at the edge and trigger real-time actions based on local data. <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/tensorflow-enterprise" track-type="inline link" track-metadata-eventdetail="cloud.google.com/tensorflow-enterprise" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="tensorflow enterprise">TensorFlow Enterprise</a> offers enterprise-grade support for TensorFlow instances. </p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cloud-headline5" id="mlops" data-text="MLOps">MLOps</h5> <span class="richtext cloud-body-text"> <p>Manage your models, experiments, and end-to-end workflows with <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/pipelines/docs" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/pipelines/docs" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="pipelines">Pipelines</a> by applying <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/machine-learning/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/machine-learning/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="mlops">MLOps</a> best practices with robust, repeatable pipelines. <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/prediction/docs/continuous-evaluation" track-type="inline link" track-metadata-eventdetail="cloud.google.com/ai-platform/prediction/docs/continuous-evaluation" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="continuous evaluation">Continuous evaluation</a> helps you monitor your models' performance, and provides continual feedback over time.</p> <p></p> </span> <img alt="AI Platform diagram" class="" src="https://web.archive.org/web/20210217185448im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/03f5a53dc221e4b933fa7fd86f9c49ad90d943a920eb60fc17857a27df4575d6.svg" style="max-width: 628px; max-height: 259px;"> </div> <a class="cloud-button cloud-button--flat cloud-smooth-scroll" href="#all-features" track-type="button" track-metadata-eventdetail="cloud.google.com" track-metadata-modifier="flat" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="view all features"> View all features </a> </div> <div class="key-features-module__right-rail cloud-grid__col is-4"> <div class="cloud-block cloud-elevation-z1 cloud-block--responsive "> <a class="cloud-block__link" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-a-leader-in-notebook-based-predictive-analytics-ml" track-type="block" track-metadata-child_eyebrow="blog" track-metadata-child_headline="leader in forrester notebook-based predictive analytics ml" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/google-cloud-a-leader-in-notebook-based-predictive-analytics-ml" track-metadata-module="key features" track-metadata-module_headline="end-to-end machine learning life cycle" track-name="leader in forrester notebook-based predictive analytics ml"> <div class="cloud-block__container"> <div class="cloud-block__image cloud-block__image--fill cloud-block__image--aside"> <img src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/fV03KC5eSm5jlhW_Fvt-VItKfJ1qgrtJWKpmN_opgR7Nb3V6Arqfc6oFc4bIF7QNWre24ad19Lc=e14-rj-sc0xffffff-w72" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/fV03KC5eSm5jlhW_Fvt-VItKfJ1qgrtJWKpmN_opgR7Nb3V6Arqfc6oFc4bIF7QNWre24ad19Lc=e14-rj-sc0xffffff-w144 2x" alt=""> </div> <div class="cloud-block__content"> <p class="cloud-block__eyebrow cloud-eyebrow"> BLOG </p> <p class="cloud-subhead2">Leader in Forrester Notebook-Based Predictive Analytics & ML</p> </div> </div> </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Customers"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Customers</p> <style> .customer-module__carousel .cloud-carousel { padding: 0; } .customer-module__carousel, .customer-module__headline { margin-bottom: 36px; } @media(max-width: 768px) { .customer-module__headline { margin-bottom: 0; } } </style> <div class="customer-module" track-metadata-module="customers carousel" track-metadata-module_headline="customers"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="customer-module__headline"> <h3 class="cloud-headline3" id="customers" data-text="Customers">Customers</h3> </div> </div> </div> <div class="customer-module__carousel"> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up cloud-carousel--margin-tight"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story lb" href="https://web.archive.org/web/20210217185448/https://www.youtube.com/watch?v=IuQ1KZoOTLw" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="card" track-metadata-child_eyebrow="video" track-metadata-child_headline="cardinal health improves agility and reduces costs with ai platform" track-metadata-child_index="1" track-metadata-child_total="4" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="IuQ1KZoOTLw" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="cardinal health improves agility and reduces costs with ai platform"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Cardinal Health" class="" src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/JMNbZrLkjtapLXdOesQSmMPlDVbF9p-3YV3yxquNYBHOS7mjTORNznrlcf6ey2jt_sqfIA_nDDo=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/JMNbZrLkjtapLXdOesQSmMPlDVbF9p-3YV3yxquNYBHOS7mjTORNznrlcf6ey2jt_sqfIA_nDDo=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Video</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Cardinal Health improves agility and reduces costs with AI Platform.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__video"> <i class="cloud-card-standard__video-icon material-icons nocontent notranslate" aria-hidden="true" translate="no">play_circle_filled</i> <span class="cloud-card-standard__video-text cloud-footnotes"> Video (1:51) </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/blog/products/ai-machine-learning/how-waze-predicts-carpools-using-google-cloud-ai-platform" track-type="card" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="how waze predicts carpools and increased velocity with ai platform" track-metadata-child_index="2" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/how-waze-predicts-carpools-using-google-cloud-ai-platform" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="how waze predicts carpools and increased velocity with ai platform"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Waze" class="" src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/UPaLyIr2klnmP3kvyo9e1T3hkO-TQcN3veaYP9kHKM06vFtMmentg7mDfxr9U-ZgmqlhzISS3AU=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/UPaLyIr2klnmP3kvyo9e1T3hkO-TQcN3veaYP9kHKM06vFtMmentg7mDfxr9U-ZgmqlhzISS3AU=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Blog post</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">How Waze predicts carpools and increased velocity with AI Platform.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 5-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/customers/city-of-memphis" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="city of memphis tackles its toughest public works problems with ai" track-metadata-child_index="3" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/customers/city-of-memphis" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="city of memphis tackles its toughest public works problems with ai"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="City of Memphis" class="" src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/kusz7AdnRqWaEebzOum7VytPMPi4GjID0ZhahSX4W6HA4VJXKGgBLi-nyo5dA0dX6LCsuvhuJQbe=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/kusz7AdnRqWaEebzOum7VytPMPi4GjID0ZhahSX4W6HA4VJXKGgBLi-nyo5dA0dX6LCsuvhuJQbe=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">City of Memphis tackles its toughest public works problems with AI.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 6-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> <div class="cloud-carousel__slide"> <a class="cloud-card-standard cloud-card-standard--customer-story" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/customers/american-cancer-society" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="american cancer society analyzes images faster and better with ml" track-metadata-child_index="4" track-metadata-child_total="4" track-metadata-eventdetail="cloud.google.com/customers/american-cancer-society" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="american cancer society analyzes images faster and better with ml"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="American Cancer Society" class="" src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/YmSjHQIAFlPZrJxPeKGOdVALA-ETC-oF16FqqkiY65xEJUlz_U21G4GRAV1dXV86c62r2mUJ0Ic=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/YmSjHQIAFlPZrJxPeKGOdVALA-ETC-oF16FqqkiY65xEJUlz_U21G4GRAV1dXV86c62r2mUJ0Ic=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cloud-eyebrow">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">American Cancer Society analyzes images faster and better with ML.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cloud-body-text__small"> 6-min read </span> <span class="cloud-card-standard__footnote-arrow"> <i class="material-icons nocontent notranslate" aria-hidden="true" translate="no">arrow_forward</i> </span> </div> </div> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <img src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_left_black_36dp.png" alt="Previous slide"> </div> <div class="cloud-carousel__arrow right-arrow"> <img src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_right_black_36dp.png" alt="Next slide"> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> <div> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/customers" track-type="button" track-metadata-eventdetail="cloud.google.com/customers" track-metadata-modifier="flat" track-metadata-module="customers carousel" track-metadata-module_headline="customers" track-name="see all customers"> See all customers </a> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="What's new"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">What's new</p> <style> .whats-new-module .cloud-carousel { padding: 0; } .whats-new-module__headline { margin-bottom: 36px; } </style> <div class="whats-new-module" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8"> <div class="whats-new-module__headline"> <h3 class="cloud-headline3" id="highlights-from-next-’20:-onair" data-text="Highlights from Next ’20: OnAir ">Highlights from Next ’20: OnAir </h3> <p class="cloud-module__description"> <span class="richtext"> <p> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/newsletter" track-type="inline link" track-metadata-eventdetail="cloud.google.com/newsletter" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair" track-name="sign up">Sign up</a> for Google Cloud newsletters to receive product updates, event information, special offers, and more.</p> </span> </p> </div> </div> </div> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/blog/products/ai-machine-learning/key-requirements-for-an-mlops-foundation" track-type="carousel slide item" track-metadata-child_eyebrow="blog post" track-metadata-child_headline="key requirements for an mlops foundation" track-metadata-child_index="1" track-metadata-child_total="5" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/key-requirements-for-an-mlops-foundation" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair" track-name="read the blog"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <img src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/iZ0kxhcyOY_o-_e3-cQcctoCMqgPHgwSy-4ogvNMAbqLHc9hbqi4p0nBjLQ0P8sCR_YWV88h9vyc=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/iZ0kxhcyOY_o-_e3-cQcctoCMqgPHgwSy-4ogvNMAbqLHc9hbqi4p0nBjLQ0P8sCR_YWV88h9vyc=e14-rj-sc0xffffff-h260-w204 2x" alt=""> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cloud-eyebrow"> <span class="cloud-carousel__slide-eyebrow">Blog post</span> </p> <p class="cloud-carousel__slide-description cloud-subhead"> <span>Key requirements for an MLOps foundation</span> <span class="cloud-link cloud-carousel__slide-cta">Read the blog</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210217185448/https://www.youtube.com/watch?v=e1VxSUZmx4w" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="carousel slide item" track-metadata-child_eyebrow="video" track-metadata-child_headline="creating value with the breadth and depth of ai platform" track-metadata-child_index="2" track-metadata-child_total="5" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="e1VxSUZmx4w" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair" track-name="watch video"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <img src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/lpOjdrJqdbicFE0lENmwAxprw0aEhIF4WYb4L9v1UMXAL5qHBUVuprOTrs63HrpODrckttoXMEY9=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/lpOjdrJqdbicFE0lENmwAxprw0aEhIF4WYb4L9v1UMXAL5qHBUVuprOTrs63HrpODrckttoXMEY9=e14-rj-sc0xffffff-h260-w204 2x" alt=""> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cloud-eyebrow"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cloud-subhead"> <span>Creating value with the breadth and depth of AI Platform</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210217185448/https://www.youtube.com/watch?v=6gdrwFMaEZ0" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="carousel slide item" track-metadata-child_eyebrow="video" track-metadata-child_headline="an introduction to mlops on google cloud" track-metadata-child_index="3" track-metadata-child_total="5" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="6gdrwFMaEZ0" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair" track-name="watch video"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <img src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/g0VnjD3BRjJzOwy1sQIBrbbWqnfXRIiyBGfJhlUYhL93TGnJhk68FaXqpnnWv1oPpv9X85hBUaml=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/g0VnjD3BRjJzOwy1sQIBrbbWqnfXRIiyBGfJhlUYhL93TGnJhk68FaXqpnnWv1oPpv9X85hBUaml=e14-rj-sc0xffffff-h260-w204 2x" alt=""> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cloud-eyebrow"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cloud-subhead"> <span>An introduction to MLOps on Google Cloud</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210217185448/https://www.youtube.com/watch?v=brSuDYCcexE" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="carousel slide item" track-metadata-child_eyebrow="video" track-metadata-child_headline="overview of ai platform notebooks on google cloud" track-metadata-child_index="4" track-metadata-child_total="5" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="brSuDYCcexE" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair" track-name="watch video"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <img src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/Xvf2mLy1_Wm6hZwWwC4JKEeg-Fi3cbygQtwj2oB2QC39w7ycN0xE5PMU_1mUxNkEtqRnjuRy5jY=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/Xvf2mLy1_Wm6hZwWwC4JKEeg-Fi3cbygQtwj2oB2QC39w7ycN0xE5PMU_1mUxNkEtqRnjuRy5jY=e14-rj-sc0xffffff-h260-w204 2x" alt=""> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cloud-eyebrow"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cloud-subhead"> <span>Overview of AI Platform Notebooks on Google Cloud</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210217185448/https://www.youtube.com/watch?v=hTi7ZW6rlM0" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="carousel slide item" track-metadata-child_eyebrow="video" track-metadata-child_headline="interpreting ml models with explainable ai" track-metadata-child_index="5" track-metadata-child_total="5" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="hTi7ZW6rlM0" track-metadata-module="whats new" track-metadata-module_headline="highlights from next 20 onair" track-name="watch video"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <img src="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/Bod2E5LAqQ3CXy3VppOWnr-IKwdvabCuptFxpRbjeQtanjdof_657aJZ6ZgpR4VmhpwW4ZHZDr9f=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210217185448im_/https://lh3.googleusercontent.com/Bod2E5LAqQ3CXy3VppOWnr-IKwdvabCuptFxpRbjeQtanjdof_657aJZ6ZgpR4VmhpwW4ZHZDr9f=e14-rj-sc0xffffff-h260-w204 2x" alt="Sara Robinson"> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cloud-eyebrow"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cloud-subhead"> <span>Interpreting ML models with explainable AI</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <img src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_left_black_36dp.png" alt="Previous slide"> </div> <div class="cloud-carousel__arrow right-arrow"> <img src="https://web.archive.org/web/20210217185448im_/https://www.gstatic.com/images/icons/material/system/2x/keyboard_arrow_right_black_36dp.png" alt="Next slide"> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> </div> </section> <section class="module-section" id="documentation"> <div class="cloud-jump-section" data-cloud-main-text="Documentation" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Documentation </p> <style> .documentation-module__headline { margin-bottom: 36px; } .documentation-module__more-docs { margin-bottom: 24px; } </style> <div class="documentation-module" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more"> <div class="cloud-grid--alternate"> <div class="documentation-module__copy cloud-grid__col is-8"> <div class="documentation-module__headline"> <h3 class="cloud-headline3" id="docs,-quickstarts,-and-more" data-text=" Docs, quickstarts, and more "> Docs, quickstarts, and more </h3> </div> </div> </div> <div class="cloud-grid--alternate cloud-grid--row-gap"> <div class="cloud-grid__col is-8"> <div class="cloud-list"> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud Basics </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="introduction-to-ai-platform-classic" data-text=" Introduction to AI Platform (Classic)"> Introduction to AI Platform (Classic)</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Fundamentals of AI Platform (Classic) and how it fits in your ML workflow.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/docs/technical-overview" track-type="button" track-metadata-child_index="1" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/ai-platform/docs/technical-overview" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Quickstart </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="training-and-prediction-with-tensorflow-keras" data-text=" Training and prediction with TensorFlow Keras"> Training and prediction with TensorFlow Keras</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">How to train a neural network on AI Platform using the Keras sequential API and how to serve predictions from that model.</span> </p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/docs/getting-started-keras" track-type="button" track-metadata-child_index="2" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/ai-platform/docs/getting-started-keras" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Quickstart </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="creating-a-notebook" data-text=" Creating a notebook"> Creating a notebook</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">See how you can create a AI Platform Notebook (JupyterLab), a DLVM instance with the latest machine learning and data science libraries.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/notebooks/docs/create-new" track-type="button" track-metadata-child_index="3" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/ai-platform/notebooks/docs/create-new" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Best Practice </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="mlops-101" data-text=" MLOps 101"> MLOps 101</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Techniques for implementing and automating continuous integration (CI), continuous delivery (CD), and continuous training (CT) for ML systems.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/solutions/machine-learning/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" track-type="button" track-metadata-child_index="4" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/solutions/machine-learning/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Best Practice </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="migrate-your-custom-ml-models-to-google-cloud-in-three-steps" data-text=" Migrate your custom ML models to Google Cloud in three steps"> Migrate your custom ML models to Google Cloud in three steps</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Overview of ML Pipeline Generator and the expected user journey, and instructions for orchestrating a training job on AI Platform. </span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/blog/products/ai-machine-learning/migrate-your-custom-ml-models-to-google-cloud-in-3-steps" track-type="button" track-metadata-child_index="5" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/migrate-your-custom-ml-models-to-google-cloud-in-3-steps" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud Basics </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="introduction-to-ai-platform-unified" data-text=" Introduction to AI Platform (Unified)"> Introduction to AI Platform (Unified)</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Learn about AI Platform (Unified), which brings AutoML and AI Platform (Classic) together into a unified API, client library, and user interface. </span></p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform-unified/docs/start/introduction-unified-platform" track-type="button" track-metadata-child_index="6" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/ai-platform-unified/docs/start/introduction-unified-platform" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Google Cloud Basics </span> </div> <h5 class="cloud-headline5 cloud-list-item__headline" id="ai-platform-unified-for-ai-platform-classic-users" data-text="AI Platform (Unified) for AI Platform (Classic) users">AI Platform (Unified) for AI Platform (Classic) users</h5> <p class="cloud-body-text cloud-list-item__blurb"><span class="richtext cloud-body-text">Comparison of AI Platform (Unified) and AI Platform (Classic) for users who are familiar with AI Platform (Classic).</span> </p> </div> <div class="cloud-list-item__footer"> <div class="cloud-button__set"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform-unified/docs/start/ai-platform-users" track-type="button" track-metadata-child_index="7" track-metadata-child_total="7" track-metadata-eventdetail="cloud.google.com/ai-platform-unified/docs/start/ai-platform-users" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="learn more" track-metadata-parent_type="list item"> Learn more </a> </div> </div> </div> <div class="cloud-list__footer"> <h5 class="cloud-body-text__title cloud-list__footer-heading" id="not-seeing-what-you’re-looking-for" data-text=" Not seeing what you’re looking for? "> Not seeing what you’re looking for? </h5> <div class="cloud-list__footer--buttons"> <div class="cloud-button__set--flat"> <a class="cloud-button cloud-button--flat" href="https://web.archive.org/web/20210217185448/https://cloud.google.com/ai-platform/docs" track-type="button" track-metadata-eventdetail="cloud.google.com/ai-platform/docs" track-metadata-modifier="flat" track-metadata-module="documentation" track-metadata-module_headline="docs quickstarts and more" track-name="view all product documentation"> View all product documentation </a> </div> </div> </div> </div> </div> <div class="cloud-grid__col is-4 documentation-module__sidebar"> </div> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section" id="all-features">  </section> <section class="module-section" id="all-features"> <div class="cloud-jump-section" data-cloud-main-text="All features" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">All features</p> <style> .feature-module__body-text__large { font-family: Google Sans, sans-serif; } .feature-module__table-header { color: #202124; } .feature-module__table-cell p { font: inherit; margin-top: 0; } .feature-module__table-cell { line-height: 30px; } .feature-module__headline { margin-bottom: 36px; } </style> <div class="feature-module" track-metadata-module="all features" track-metadata-module_headline="all your ai tools in one platform"> <div> <div class="feature-module__headline"> <h3 class="cloud-headline3" id="all-your-ai-tools-in-one-platform" data-text=" All your AI tools in one platform "> All your AI tools in one platform </h3> </div> <div class="feature-module__feature-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <tbody> <tr> <td> <span class="cloud-subhead feature-module__table-header"> AI Explanations </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Understand how each feature in your input data contributed to model's outputs.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> AutoML </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Easily develop high-quality custom machine learning models without writing training routines. Powered by Google’s state-of-the-art transfer learning and hyperparameter search technology.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Continuous evaluation </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Obtain metrics about the performance of your models in production. Compare predictions with ground truth labels to gain continual feedback and optimize model performance over time.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Data Labeling Service </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Get highly accurate labels from human labelers for better machine learning models.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Deep Learning Containers </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Quickly build and deploy models in a portable and consistent environment for all your AI applications.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Deep Learning VM Image </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Instantiate a VM image containing the most popular AI frameworks on a Compute Engine instance without worrying about software compatibility.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Neural Architecture Search </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Build application-specific models, and improve existing model architectures with an automated service. Powered by Google’s leading AI research, users can design models that are optimized for latency, accuracy, power consumption, and more.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Notebooks </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Create, manage, and connect to VMs with JupyterLab, the standard data scientist workbench. VMs come pre-installed deep learning frameworks and libraries.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Pipelines </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Implement MLOps by orchestrating the steps in your ML workflow as a pipeline without the difficulty of setting up Kubeflow Pipelines with TensorFlow Extended (TFX).</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Prediction </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Easily deploy your models to managed, scalable endpoints for online or batch predictions.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> TensorFlow Enterprise </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Easily develop and deploy TensorFlow models on Google Cloud with enterprise-grade support and cloud scale performance.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Training </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Train any models in any framework on any hardware, from single machines to large clusters with multiple accelerators.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> Vizier </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Optimize your model's output by intelligently tuning hyperparameters.</span> </td> </tr> <tr> <td> <span class="cloud-subhead feature-module__table-header"> What-If Tool </span> </td> <td class="feature-module__table-cell"> <span class="richtext cloud-body-text">Visualize your datasets and probe your model to better understand its behavior with an interactive visual interface.</span> </td> </tr> </tbody> </table> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Pricing" data-cloud-is-subtitle-linked="true"> <p class="cloud-eyebrow" style="margin-bottom: 16px;">Pricing</p> <style> .pricing-module__table-header span { color: #202124; } .pricing-module__table-cell { line-height: 30px; } .pricing-module__headline { margin-bottom: 36px; } .pricing-module__pricing-table, .pricing-module__pricing-cta { margin-top: 24px; } </style> <div class="pricing-module" track-metadata-module="pricing" track-metadata-module_headline="pricing"> <div> <div class="pricing-module__headline"> <h3 class="cloud-headline3" id="pricing" data-text=" Pricing "> Pricing </h3> </div> <p class="l-space-bottom-0"> <span class="richtext cloud-body-text__large"> <p>AI Platform offers scalable, flexible pricing options to fit your project and budget.</p> <p>AI Platform charges you for training your models and getting predictions. There is no charge for using AI Platform Vizier, AI Platform Notebooks, AI Platform Deep Learning Containers, AI Platform Deep Learning VM Image, or AI Platform Pipelines. However, you do pay for any Google Cloud resources you use with these products.</p> <p>You can also use our <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/calculator" track-type="inline link" track-metadata-eventdetail="cloud.google.com/products/calculator" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="pricing calculator">pricing calculator</a> to estimate the costs of running your workloads.</p> </span> </p> </div> <div class="pricing-module__pricing-cta"> <a class="cloud-button cloud-button--flat" href="/web/20210217185448/https://cloud.google.com/ai-platform/pricing" track-type="button" track-metadata-eventdetail="cloud.google.com/ai-platform/pricing" track-metadata-modifier="flat" track-metadata-module="pricing" track-metadata-module_headline="pricing" track-name="view pricing details"> View pricing details </a> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <style> .legal-module__disclaimer { border-top: 1px solid #dadce0; } .legal-module__disclaimer-footnote { margin-top: 24px; } </style> <div class="legal-module cloud-grid--alternate" track-metadata-module="legal"> <div class="legal-module__disclaimer cloud-grid__col is-8 "> <div class="legal-module__disclaimer-footnote"> <span class="richtext cloud-footnotes"> <p>A product or feature listed on this page is in preview. For more information on our product launch stages, see <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products#product-launch-stages" track-type="inline link" track-metadata-eventdetail="cloud.google.com/products" track-metadata-module="legal" track-name="here">here</a>. </p> </span> <span class="richtext cloud-footnotes"> <p>Cloud AI products comply with the SLA policies listed <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/terms/sla" track-type="inline link" track-metadata-eventdetail="cloud.google.com/terms/sla" track-metadata-module="legal" track-name="here">here</a>. They may offer different latency or availability guarantees from other Google Cloud services.</p> </span> </div> </div> </div> </section> </div> <section class="cloud-content-footer"> <div class="cloud-jump-section" data-cloud-main-text="Take the next step" data-cloud-is-subtitle-linked="true"> <style> .ankle-module__headline { margin-bottom: 28px; } .ankle-module__description { margin-bottom: 48px; } .ankle-module__buttons { display: inline-block; } .ankle-module__richtext-cta { display: inline-block; margin-left: 32px; } .ankle-module__richtext-cta p { margin-top: 0; } .ankle-module__content { padding: 60px 0; } .ankle-module__links { margin-top: 60px; } .ankle-module__link-list { list-style: none; padding: 0; } .ankle-module__link-list-item:first-child { margin: 0; } .ankle-module__link-list-item { margin: 24px 0 0; } .ankle-module__link-list-item-label { margin-bottom: 8px; } @media (min-width: 767px) { .ankle-module__links { border-left: 1px solid #dadce0; margin-top: 0; } .ankle-module__link-list { padding: 4px 28px; } } @media (min-width: 1280px) { .ankle-module__link-list-item { margin: 36px 0 0; } } </style> <div class="ankle-module cloud-full-bleed--bg cloud-background-color-grey-50" track-metadata-module="take the next step_"> <div class="ankle-module__content cloud-jump-content cloud-grid--alternate"> <div class="cloud-grid__col is-6"> <h3 class="cloud-headline3 ankle-module__headline" id="take-the-next-step" data-text=" Take the next step "> Take the next step </h3> <p class="cloud-body-text__large ankle-module__description"> Start building on Google Cloud with $300 in free credits and 20+ always free products. </p> <div> <div class="ankle-module__buttons"> <a class="cloud-button cloud-button--primary" href="https://web.archive.org/web/20210217185448/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="primary" track-metadata-module="take the next step_" track-name="try ai platform free"> Try AI Platform free </a> </div> </div> </div> <div class="cloud-grid__col is-4 is-7--offset ankle-module__links"> <ul class="ankle-module__link-list"> <li class="ankle-module__link-list-item"> <div class="cloud-body-text__title ankle-module__link-list-item-label"> Need help getting started? </div> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/contact/" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-module="take the next step_" class="cloud-button cloud-button--flat"> Contact sales </a> </li> <li class="ankle-module__link-list-item"> <div class="cloud-body-text__title ankle-module__link-list-item-label"> Work with a trusted partner </div> <a href="https://web.archive.org/web/20210217185448/https://cloud.withgoogle.com/partners/" target="_blank" rel="noopener" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-module="take the next step_" class="cloud-button cloud-button--flat"> Find a partner </a> </li> <li class="ankle-module__link-list-item"> <div class="cloud-body-text__title ankle-module__link-list-item-label"> Continue browsing </div> <a href="https://web.archive.org/web/20210217185448/https://cloud.google.com/products/" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-module="take the next step_" class="cloud-button cloud-button--flat"> See all products </a> </li> </ul> </div> </div> </div> </div> </section> </article>  <devsite-hats-survey hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> </article> </devsite-content> </main> <devsite-footer-promos class="devsite-footer"> </devsite-footer-promos> <devsite-footer-linkboxes class="devsite-footer"> <nav class="devsite-footer-linkboxes nocontent" aria-label="Footer links"> <ul class="devsite-footer-linkboxes-list"> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Why Google</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/why-google-cloud/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-module="footer" track-metadata-eventdetail="cloud.google.com/why-google-cloud/" track-type="footer link" track-metadata-child_headline="why google" track-name="choosing google cloud" track-metadata-position="footer"> Choosing Google Cloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/security/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-child_headline="why google" track-name="trust and security" track-metadata-module="footer" track-metadata-eventdetail="cloud.google.com/security/" track-metadata-position="footer" track-type="footer link"> Trust and security </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/open-cloud/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-name="open cloud" track-metadata-eventdetail="cloud.google.com/open-cloud/" track-metadata-module="footer" track-metadata-position="footer" track-metadata-child_headline="why google" track-type="footer link"> Open cloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/infrastructure/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-child_headline="why google" track-metadata-eventdetail="cloud.google.com/infrastructure/" track-name="global infrastructure" track-metadata-module="footer" track-metadata-position="footer" track-type="footer link"> Global infrastructure </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/customers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-position="footer" track-metadata-module="footer" track-metadata-eventdetail="cloud.google.com/customers/" track-type="footer link" track-metadata-child_headline="why google" track-name="customers and case studies"> Customers and case studies </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/analyst-reports/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-type="footer link" track-metadata-eventdetail="cloud.google.com/analyst-reports/" track-metadata-module="footer" track-metadata-position="footer" track-name="analyst reports" track-metadata-child_headline="why google"> Analyst reports </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/whitepapers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-eventdetail="cloud.google.com/whitepapers/" track-metadata-module="footer" track-name="whitepapers" track-metadata-position="footer" track-type="footer link" track-metadata-child_headline="why google"> Whitepapers </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Products and pricing</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/pricing/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-child_headline="products and pricing" track-name="google cloud pricing" track-metadata-eventdetail="cloud.google.com/pricing/" track-metadata-position="footer" track-type="footer link" track-metadata-module="footer"> Google Cloud pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://workspace.google.com/pricing.html" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-module="footer" track-metadata-position="footer" track-metadata-child_headline="products and pricing" track-type="footer link" track-metadata-eventdetail="workspace.google.com/pricing.html" track-name="google workspace pricing"> Google Workspace pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/maps-platform/pricing/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-position="footer" track-metadata-child_headline="products and pricing" track-name="maps platform pricing" track-type="footer link" track-metadata-eventdetail="cloud.google.com/maps-platform/pricing/" track-metadata-module="footer"> Maps Platform pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/products/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-name="see all products" track-metadata-eventdetail="cloud.google.com/products/" track-metadata-module="footer" track-metadata-child_headline="products and pricing" track-metadata-position="footer" track-type="footer link"> See all products </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Solutions</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/application-modernization/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-child_headline="solutions" track-metadata-eventdetail="cloud.google.com/solutions/application-modernization/" track-metadata-position="footer" track-type="footer link" track-name="application modernization" track-metadata-module="footer"> Application modernization </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/ai/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-child_headline="solutions" track-metadata-position="footer" track-metadata-module="footer" track-metadata-eventdetail="cloud.google.com/solutions/ai/" track-name="artificial intelligence" track-type="footer link"> Artificial Intelligence </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/business-application-platform/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-module="footer" track-metadata-position="footer" track-metadata-child_headline="solutions" track-name="business application platform" track-type="footer link" track-metadata-eventdetail="cloud.google.com/solutions/business-application-platform/"> Business application platform </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/data-management/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-eventdetail="cloud.google.com/solutions/data-management" track-metadata-child_headline="solutions" track-metadata-position="footer" track-name="database solutions" track-type="footer link" track-metadata-module="footer"> Database solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/infrastructure-modernization/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-position="footer" track-type="footer link" track-name="infrastructure modernization" track-metadata-eventdetail="cloud.google.com/solutions/infrastructure-modernization/" track-metadata-child_headline="solutions" track-metadata-module="footer"> Infrastructure modernization </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/productivity-collaboration/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-eventdetail="cloud.google.com/solutions/productivity-collaboration/" track-type="footer link" track-metadata-position="footer" track-metadata-module="footer" track-metadata-child_headline="solutions" track-name="productivity and collaboration"> Productivity & collaboration </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/security/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-module="footer" track-name="security" track-metadata-child_headline="solutions" track-metadata-position="footer" track-type="footer link" track-metadata-eventdetail="cloud.google.com/solutions/security/"> Security </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/smart-analytics/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-type="footer link" track-name="smart analytics" track-metadata-position="footer" track-metadata-module="footer" track-metadata-child_headline="solutions" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/"> Smart analytics </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-name="cloud-natives" track-metadata-child_headline="solutions" track-metadata-eventdetail="cloud.google.com/solutions/" track-metadata-module="footer" track-type="footer link" track-metadata-position="footer"> Cloud-natives </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/devops/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-module="footer" track-metadata-position="footer" track-type="footer link" track-metadata-eventdetail="cloud.google.com/devops/" track-name="devops" track-metadata-child_headline="solutions"> DevOps </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/#industry-solutions" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-metadata-module="footer" track-metadata-child_headline="solutions" track-metadata-eventdetail="cloud.google.com/solutions/#industry-solutions" track-type="footer link" track-metadata-position="footer" track-name="industries"> Industries </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/#role-based-solutions-smb" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-metadata-child_headline="solutions" track-type="footer link" track-metadata-position="footer" track-name="small business" track-metadata-eventdetail="cloud.google.com/solutions/#role-based-solutions-smb" track-metadata-module="footer"> Small business </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/solutions/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" track-metadata-child_headline="solutions" track-metadata-position="footer" track-name="see all solutions" track-metadata-module="footer" track-type="footer link" track-metadata-eventdetail="cloud.google.com/solutions/"> See all solutions </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Resources</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/docs/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-type="footer link" track-metadata-eventdetail="cloud.google.com/docs/" track-metadata-module="footer" track-metadata-position="footer" track-name="google cloud documentation" track-metadata-child_headline="resources"> Google Cloud documentation </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/gcp/getting-started/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-position="footer" track-type="footer link" track-name="google cloud quickstarts" track-metadata-eventdetail="cloud.google.com/gcp/getting-started/" track-metadata-module="footer" track-metadata-child_headline="resources"> Google Cloud quickstarts </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/marketplace/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-type="footer link" track-name="google cloud marketplace" track-metadata-position="footer" track-metadata-child_headline="resources" track-metadata-module="footer" track-metadata-eventdetail="cloud.google.com/marketplace/"> Google Cloud Marketplace </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://workspace.google.com/marketplace/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-eventdetail="workspace.google.com/marketplace/" track-type="footer link" track-metadata-child_headline="resources" track-name="google workspace marketplace" track-metadata-module="footer" track-metadata-position="footer"> Google Workspace Marketplace </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/support-hub/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-child_headline="resources" track-metadata-module="footer" track-type="footer link" track-name="support" track-metadata-position="footer" track-metadata-eventdetail="cloud.google.com/support-hub/"> Support </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/docs/samples" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-module="footer" track-metadata-child_headline="resources" track-type="footer link" track-metadata-eventdetail="cloud.google.com/docs/samples" track-metadata-position="footer" track-name="code samples"> Code samples </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/docs/tutorials/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-child_headline="resources" track-type="footer link" track-metadata-position="footer" track-metadata-eventdetail="cloud.google.com/docs/tutorials/" track-name="tutorials" track-metadata-module="footer"> Tutorials </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/training/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-metadata-position="footer" track-name="training" track-type="footer link" track-metadata-child_headline="resources" track-metadata-module="footer" track-metadata-eventdetail="cloud.google.com/training/"> Training </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/certification" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-name="certifications" track-metadata-eventdetail="cloud.google.com/certification" track-metadata-child_headline="resources" track-metadata-module="footer" track-type="footer link" track-metadata-position="footer"> Certifications </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://developers.google.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-eventdetail="developers.google.com" track-metadata-module="footer" track-metadata-position="footer" track-metadata-child_headline="resources" track-type="footer link" track-name="google developers"> Google Developers </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/developers/startups/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-metadata-position="footer" track-name="google cloud for startups" track-type="footer link" track-metadata-child_headline="resources" track-metadata-eventdetail="cloud.google.com/developers/startups/" track-metadata-module="footer"> Google Cloud for Startups </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://status.cloud.google.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-metadata-position="footer" track-name="system status" track-metadata-child_headline="resources" track-type="footer link" track-metadata-module="footer" track-metadata-eventdetail="status.cloud.google.com"> System status </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/release-notes" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" track-type="footer link" track-metadata-eventdetail="cloud.google.com/release-notes/" track-metadata-module="footer" track-metadata-position="footer" track-metadata-child_headline="resources" track-name="release notes"> Release Notes </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Engage</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/contact/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-child_headline="engage" track-metadata-eventdetail="cloud.google.com/contact/" track-metadata-module="footer" track-type="footer link" track-name="contact sales" track-metadata-position="footer"> Contact sales </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://cloud.withgoogle.com/partners" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-eventdetail="cloud.withgoogle.com/partners" track-metadata-position="footer" track-metadata-child_headline="engage" track-name="find a partner" track-type="footer link" track-metadata-module="footer"> Find a Partner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/partners/become-a-partner/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-name="become a partner" track-metadata-position="footer" track-metadata-eventdetail="cloud.google.com/partners/become-a-partner/" track-type="footer link" track-metadata-module="footer" track-metadata-child_headline="engage"> Become a Partner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/blog/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-type="footer link" track-metadata-position="footer" track-metadata-eventdetail="cloud.google.com/blog" track-metadata-module="footer" track-metadata-child_headline="engage" track-name="blog"> Blog </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/events/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-module="footer" track-type="footer link" track-metadata-eventdetail="cloud.withgoogle.com/events" track-metadata-position="footer" track-name="events" track-metadata-child_headline="engage"> Events </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://www.gcppodcast.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-type="footer link" track-metadata-module="footer" track-metadata-position="footer" track-metadata-eventdetail="www.gcppodcast.com" track-name="podcast" track-metadata-child_headline="engage"> Podcast </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/community/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-name="community" track-metadata-eventdetail="cloud.google.com/community/" track-metadata-position="footer" track-metadata-child_headline="engage" track-metadata-module="footer" track-type="footer link"> Community </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/web/20210217185448/https://cloud.google.com/press/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-metadata-module="footer" track-metadata-child_headline="engage" track-metadata-eventdetail="cloud.google.com/press/" track-metadata-position="footer" track-name="press center" track-type="footer link"> Press center </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://www.youtube.com/googlecloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-metadata-module="footer" track-metadata-position="footer" track-type="footer link" track-name="google cloud on youtube" track-metadata-eventdetail="www.youtube.com/googlecloud" track-metadata-child_headline="engage"> Google Cloud on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://www.youtube.com/googlecloudplatform" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-child_headline="engage" track-metadata-module="footer" track-type="footer link" track-name="google cloud platform on youtube" track-metadata-position="footer" track-metadata-eventdetail="www.youtube.com/googlecloudplatform"> Google Cloud Platform on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://www.youtube.com/googleworkspace" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-name="google workspace on YouTube" track-metadata-module="footer" track-metadata-position="footer" track-metadata-child_headline="engage" track-metadata-eventdetail="www.youtube.com/googleworkspace/" track-type="footer link"> Google Workspace on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://twitter.com/googlecloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-type="footer link" track-metadata-module="footer" track-metadata-child_headline="engage" track-metadata-eventdetail="twitter.com/googlecloud" track-name="follow on twitter" track-metadata-position="footer"> Follow on Twitter </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://userresearch.google.com/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" track-metadata-eventdetail="userresearch.google.com/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693" track-metadata-child_headline="engage" track-metadata-position="footer" track-type="footer link" track-name="join user research" track-metadata-module="footer"> Join User Research </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//web.archive.org/web/20210217185448/https://careers.google.com/cloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 14)" track-metadata-position="footer" track-metadata-child_headline="engage" track-name="we are hiring join google cloud" track-metadata-eventdetail="careers.google.com/cloud" track-type="footer link" track-metadata-module="footer"> We're hiring. Join Google Cloud! </a> </li> </ul> </li> </ul> </nav> </devsite-footer-linkboxes> <devsite-footer-utility class="devsite-footer"> <div class="devsite-footer-utility nocontent"> <nav class="devsite-footer-utility-links" aria-label="Utility links"> <ul class="devsite-footer-utility-list"> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="//web.archive.org/web/20210217185448/https://about.google/" data-category="Site-Wide Custom Events" data-label="Footer About Google link" track-metadata-module="utility footer" track-type="footer link" track-metadata-eventdetail="//about.google/" track-metadata-position="footer" track-name="about google"> About Google </a> </li> <li class="devsite-footer-utility-item devsite-footer-privacy-link"> <a class="devsite-footer-utility-link gc-analytics-event" href="//web.archive.org/web/20210217185448/https://policies.google.com/privacy" data-category="Site-Wide Custom Events" data-label="Footer Privacy link" track-name="privacy" track-type="footer link" track-metadata-eventdetail="//policies.google.com/privacy" track-metadata-module="utility footer" track-metadata-position="footer"> Privacy </a> </li> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="//web.archive.org/web/20210217185448/https://www.google.com/intl/en/policies/terms/regional.html" data-category="Site-Wide Custom Events" data-label="Footer Site terms link" track-metadata-position="footer" track-type="footer link" track-metadata-module="utility footer" track-name="site terms" track-metadata-eventdetail="//www.google.com/intl/en/policies/terms/regional.html"> Site terms </a> </li> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="/web/20210217185448/https://cloud.google.com/product-terms/" data-category="Site-Wide Custom Events" data-label="Footer Google Cloud terms link" track-metadata-position="footer" track-metadata-module="utility footer" track-type="footer link" track-metadata-eventdetail="/product-terms/" track-name="google cloud terms"> Google Cloud terms </a> </li> <li class="devsite-footer-utility-item devsite-footer-carbon-button"> <a class="devsite-footer-utility-link gc-analytics-event" href="/web/20210217185448/https://cloud.google.com/sustainability" data-category="Site-Wide Custom Events" data-label="Footer Carbon neutral since 2007 link" track-name="Carbon neutral since 2007" track-type="footer link" track-metadata-position="footer" track-metadata-eventdetail="/sustainability/"> Carbon neutral since 2007 </a> </li> <li class="devsite-footer-utility-item devsite-footer-utility-button"> <span class="devsite-footer-utility-description">Sign up for the Google Cloud newsletter</span> <a class="devsite-footer-utility-link gc-analytics-event" href="/web/20210217185448/https://cloud.google.com/newsletter/" data-category="Site-Wide Custom Events" data-label="Footer Subscribe link" track-metadata-position="footer" track-metadata-module="utility footer" track-metadata-eventdetail="/newsletter/" track-name="subscribe" track-type="footer link"> Subscribe </a> </li> </ul> <devsite-language-selector> <devsite-select class="devsite-language-selector-menu"> <select aria-label="Select your language preference." class="devsite-language-selector-select" name="language" track-name="click" track-type="languageSelector"> <option>Language</option> <option value="en" lang="en" track-metadata-original-language="en" track-metadata-selected-language="en" track-name="changed" track-type="languageSelector"> English </option> <option value="de" lang="de" track-metadata-original-language="en" track-metadata-selected-language="de" track-name="changed" track-type="languageSelector"> Deutsch </option> <option value="es" lang="es" track-metadata-original-language="en" track-metadata-selected-language="es" track-name="changed" track-type="languageSelector"> Español </option> <option value="es_419" lang="es_419" track-metadata-original-language="en" track-metadata-selected-language="es_419" track-name="changed" track-type="languageSelector"> Español – América Latina </option> <option value="fr" lang="fr" track-metadata-original-language="en" track-metadata-selected-language="fr" track-name="changed" track-type="languageSelector"> Français </option> <option value="it" lang="it" track-metadata-original-language="en" track-metadata-selected-language="it" track-name="changed" track-type="languageSelector"> Italiano </option> <option value="pt_br" lang="pt_br" track-metadata-original-language="en" track-metadata-selected-language="pt_br" track-name="changed" track-type="languageSelector"> Português – Brasil </option> <option value="zh_cn" lang="zh_cn" track-metadata-original-language="en" track-metadata-selected-language="zh_cn" track-name="changed" track-type="languageSelector"> 中文 – 简体 </option> <option value="zh_tw" lang="zh_tw" track-metadata-original-language="en" track-metadata-selected-language="zh_tw" track-name="changed" track-type="languageSelector"> 中文 – 繁體 </option> <option value="ja" lang="ja" track-metadata-original-language="en" track-metadata-selected-language="ja" track-name="changed" track-type="languageSelector"> 日本語 </option> <option value="ko" lang="ko" track-metadata-original-language="en" track-metadata-selected-language="ko" track-name="changed" track-type="languageSelector"> 한국어 </option> </select> </devsite-select> </devsite-language-selector> </nav> </div> </devsite-footer-utility> </section></section> <devsite-sitemask></devsite-sitemask> <devsite-snackbar></devsite-snackbar> <devsite-tooltip></devsite-tooltip> <devsite-heading-link></devsite-heading-link> <devsite-analytics enable-analytics-iframe> <script type="application/json" analytics>[]</script> <script type="application/json" gtm>{"parameters": {"freeTrialEligibleUser": "True", "internalUser": "False", "language": {"machineTranslated": "False", "requested": "en", "served": "en"}, "pageType": "marketing", "projectName": "AI Platform", "scriptsafe": null, "signedIn": "False", "tenant": "cloud"}, "tags": ["GTM-5CVQBG"]}</script> </devsite-analytics> <cloudx-recaptcha></cloudx-recaptcha> <div id="cloud-tag-tracking" class="hidden"></div> <script nonce="SzRo+Y/GCpgARUJm8qGMC20Niagwme"> (function(d,e,v,s,i,t,E){d['GoogleDevelopersObject']=i; t=e.createElement(v);t.async=1;t.src=s;E=e.getElementsByTagName(v)[0]; E.parentNode.insertBefore(t,E);})(window, document, 'script', 'https://web.archive.org/web/20210217185448/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/js/app_loader.js', '[2,"en",null,"/js/devsite_app_module.js","https://web.archive.org/web/20210217185448/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2","https://web.archive.org/web/20210217185448/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud","https://web.archive.org/web/20210217185448/https://cloud-dot-devsite-v2-prod.appspot.com",1,null,["/_pwa/cloud/manifest.json","/_static/images/video-placeholder.svg","https://web.archive.org/web/20210217185448/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/images/favicons/onecloud/favicon.ico","https://web.archive.org/web/20210217185448/https://www.gstatic.com/devrel-devsite/prod/v4ff7513a940c844d7a200d0833ef676f25fef10662a3b57ca262bcf76cbd98e2/cloud/images/cloud-logo.svg","https://web.archive.org/web/20210217185448/https://fonts.googleapis.com/css?family=Google+Sans:400,500|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700|Material+Icons"],1,null,[1,6,8,12,14,17,21,25,40,50,63,70,75,76,80,87,88,91,92,93,97,98,100,101,102,103,105,107,108,111,113,115,117,118,120,122]]') </script> <devsite-a11y-announce></devsite-a11y-announce> </body> </html>

CINXE.COM

AI Platform | Google Cloud