Cloud AutoML Custom Machine Learning Models

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src="https://web.archive.org/web/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/https://cloud.google.com/images/navigation/products/billing.png" srcset="https://web.archive.org/web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_36.png 36w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_48.png 48w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_72.png 72w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_96.png 96w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_480.png 480w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210426233350im_/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> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210426233350/https://cloud.google.com/solutions/active-assist" track-type="navMenu" track-name="Intelligent Management" track-metadata-position="nav" track-metadata-href="https://cloud.google.com/solutions/active-assist" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210426233350im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Intelligent Management </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210426233350im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/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/20210426233350im_/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/20210426233350/https://cloud.google.com/storage-transfer-service" track-type="navMenu" track-name="Storage 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/20210426233350im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Storage 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/20210426233350/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/20210426233350im_/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/20210426233350/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" 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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/20210426233350/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/20210426233350/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"> 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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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/https://cloud.google.com/solutions/supply-chain-logistics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Supply Chain and Logistics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="supplyChainAndLogistics"> <span class="devsite-nav-text" tooltip> Supply Chain and Logistics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210426233350/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 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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/20210426233350/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/20210426233350/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 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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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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 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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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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 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class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210426233350/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/20210426233350/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 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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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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 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track-name="artifactRegistry"> <span class="devsite-nav-text" tooltip> Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210426233350/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/20210426233350/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/20210426233350/https://cloud.google.com/code" 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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/20210426233350/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/20210426233350/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 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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/20210426233350/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/20210426233350/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" 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<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/20210426233350/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/20210426233350/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 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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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/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/20210426233350/https://cloud.google.com/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide 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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/20210426233350/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/20210426233350/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> 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<a href="/web/20210426233350/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/20210426233350/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/20210426233350/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title 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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/20210426233350/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/20210426233350/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" 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.cloud-free-trial-button.cloud-free-trial-enabled, body[theme=cloud-theme][free-trial] .cloud-free-trial-button.cta-button-primary { display: inline-flex; } </style> <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; } } .cloud-card__media { height: auto; } .cloud-block__image { width: 100%; } /** Video Component */ .bricks-video { text-align: center; border-radius: 4px; display: block; } .bricks-video__asset { display: block; position: relative; } .bricks-video__asset img { border-radius: 4px; display: block; width: 100%; } .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> <section class="module-section">  </section> <div class="tiered-wayfinding-template"> <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 { align-items: baseline; display: flex; margin: 0; } .hero-module--product .hero-module__checkmark { margin-top: 16px; } .hero-module__checkmark p { display: inline; margin: 8px 0 0; } .hero-module__checkmark-check { margin-right: 16px; } .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; } .hero-module__richtext-cta { line-height: 40px; } .hero-module__richtext-cta p { margin-top: 0; } .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; } .hero-module--centered.hero-module--no-hero-asset .hero-module__button-wrapper .hero-module__buttons { margin-right: 0; } @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; } } </style> <div class="hero-module hero-module--centered hero-module--no-hero-asset" track-metadata-module="hero" track-metadata-module_headline="cloud automl" 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 is-2--offset"> <div class="cws-spacer-4--bottom"> <h2 class="cws-headline--headline-3" id="cloud-automl" data-text=" Cloud AutoML "> Cloud AutoML </h2> </div> <div class="cws-spacer-3--bottom"> <p class="richtext cws-body--large"> <p>Train high-quality custom machine learning models with minimal effort and machine learning expertise.</p> </p> </div> <div class="hero-module__button-wrapper"> <div class="hero-module__buttons cws-button__set"> <a href="https://web.archive.org/web/20210426233350/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" class="cws-button cws-button--high-emphasis" track-name="try it free" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="high-emphasis"> Try it free </a> <a href="/web/20210426233350/https://cloud.google.com/automl/docs" class="cws-button cws-button--medium-emphasis" track-name="view documentation" track-type="button" track-metadata-eventdetail="cloud.google.com/automl/docs" track-metadata-modifier="medium-emphasis"> View documentation </a> </div> </div> </div> </div> </div> </section> <section class="module-section"> <style> .overview-module__headline { margin-bottom: 16px; } .overview-module__definition p:first-child { margin-top: 0; } .overview-module__divider { background-color: #dadce0; margin-bottom: 48px; height: 1px; } @media(min-width: 1024px) { .overview-module__divider { margin-bottom: 60px; } } </style> <div class="cloud-full-bleed overview-module__divider"></div> <div class="overview-module" track-metadata-module="overview" track-metadata-module_headline="train custom machine learning models"> <div class="cloud-grid"> <div class="cloud-grid__col is-6 is-1--offset"> <div class="overview-module__headline"> <h3 class="cws-headline--headline-5" id="train-custom-machine-learning-models" data-text="Train custom machine learning models">Train custom machine learning models</h3> </div> <p class="richtext cws-body--large"> <p>Cloud AutoML enables developers with limited machine learning expertise to train high-quality models specific to their business needs. Build your own custom machine learning model in minutes.</p> </p> </div> <div class="cloud-grid__col is-4 is-7--offset"> <a class="bricks-video lb" href="https://web.archive.org/web/20210426233350/https://www.youtube.com/watch?v=GbLQE2C181U" target="_blank" rel="noopener" data-lightbox-height="506" data-lightbox-width="900" track-type="video" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video-id="GbLQE2C181U" track-name="an introduction to cloud automl"> <div class="bricks-video__asset"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/a4MnnGKuvNHesJjf1RVzZaZQ0XHSpAXGVG45AYHboqqCeTLlvo2qRHHqxZ01uBbT463OLWY6W2I=e14-rw-lo-sc0xffffff-h338-w600 1x, https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/a4MnnGKuvNHesJjf1RVzZaZQ0XHSpAXGVG45AYHboqqCeTLlvo2qRHHqxZ01uBbT463OLWY6W2I=e14-rw-lo-sc0xffffff-h676-w1200 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/a4MnnGKuvNHesJjf1RVzZaZQ0XHSpAXGVG45AYHboqqCeTLlvo2qRHHqxZ01uBbT463OLWY6W2I=e14-rj-sc0xffffff-h338-w600 1x, https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/a4MnnGKuvNHesJjf1RVzZaZQ0XHSpAXGVG45AYHboqqCeTLlvo2qRHHqxZ01uBbT463OLWY6W2I=e14-rj-sc0xffffff-h676-w1200 2x"> <img alt="Screenshot from video: Cloud AutoML Vision, simple, secure, flexible " class="" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/a4MnnGKuvNHesJjf1RVzZaZQ0XHSpAXGVG45AYHboqqCeTLlvo2qRHHqxZ01uBbT463OLWY6W2I=e14-rj-sc0xffffff-h338-w600" srcset="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/a4MnnGKuvNHesJjf1RVzZaZQ0XHSpAXGVG45AYHboqqCeTLlvo2qRHHqxZ01uBbT463OLWY6W2I=e14-rj-sc0xffffff-h676-w1200 2x"> </picture> <div class="bricks-video__icon"> <svg width="40px" height="28px" viewbox="0 0 40 28" version="1.1" 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.categorization-module__checkmarks { list-style: none; margin: 16px 0 24px 0; padding-left: 0; } .categorization-module__checkmarks li:last-child { margin-bottom: 0; } .categorization-module__checkmark { display: flex; margin: 0; margin-bottom: 8px; } .categorization-module__checkmark p { display: inline; margin: 0; } .categorization-module__checkmark-check { display: inline; margin: 4px 8px 0; } .categorization-module__header { margin-bottom: 16px; margin-top: 48px; } .categorization-module__category-item { border-top: 1px solid #dadce0; margin-bottom: 24px; padding-top: 24px; } .categorization-module__table { margin-bottom: 0; } .categorization-module__table-cell { padding: 24px 24px 24px 8px; } .categorization-module__table-row .categorization-module__table-row { border-bottom: 0; } .categorization-module__table-data { width: 50%; } .categorization-module__table-bullets { background-color: #f8f9fa; padding-left: 24px; width: 30%; } .categorization-module__table-headline { width: 20%; } .categorization-module__table-row-border { border-top: 1px solid #dadce0; } .categorization-module__table-header { background-color: white; border: 0; } .cws-label categorization-module__table-header { width: 20%; } .categorization-module__table-first-header { background-color: white; border: 0; width: 50%; } .categorization-module__table-second-header { background-color: white; border: 0; width: 30%; } .categorization-module__table-header-row { border: 0 !important; } @media (max-width: 600px) { .categorization-module__desktop-view { display: none; } .categorization-module__mobile-view { display: block; } } </style> <div class="categorization-module" track-metadata-module="categorization" track-metadata-module_headline="explore our products"> <div class="cloud-grid categorization-module__headline cws-spacer-4--bottom"> <div class="is-8 is-2--offset cloud-text-center"> <h3 class="cws-headline--headline-4" id="explore-our-products" data-text="Explore our products">Explore our products</h3> <p class="richtext cws-body--large"> <p>Create your own custom machine learning models with an easy-to-use graphical interface.</p> </p> </div> </div> <div class="categorization-module__desktop-view"> <table class="categorization-module__table"> <thead> <tr class="categorization-module__table-header-row"> <th class="cws-label categorization-module__table-header"> Category </th> <th class="cws-label categorization-module__table-first-header"> Product </th> <th class="cws-label categorization-module__table-second-header"> Features </th> </tr> </thead> <tbody> <tr class="categorization-module__table-row categorization-module__table-row-border"> <td class="categorization-module__table-cell categorization-module__table-headline" rowspan="1"> <div class="categorization-module__table-category-headline"> <h5 class="cws-headline--headline-6" id="platform" data-text="Platform">Platform</h5> </div> </td> <td class="categorization-module__table-cell categorization-module__table-data"> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/03c93c2199ab5731845caa781c0e93034228be684ebc0088b972739b4049def8.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/ai-platform-unified/docs" track-metadata-child_index="1" track-metadata-child_total="1" track-metadata-module="categorization" track-metadata-module_headline="platform"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="ai-platform-unified-with-automl-preview" data-text="AI Platform (Unified) with AutoML (Preview)">AI Platform (Unified) with AutoML (Preview)</h5> </a> <p><span class="richtext cws-body"> <p>Build and deploy custom models for image, video, text, and tabular data with a robust toolset in <a href="https://web.archive.org/web/20210426233350/https://cloud.google.com/ai-platform" class="cws-link" track-type="inline link" track-metadata-child_index="1" track-metadata-child_total="1" track-metadata-eventdetail="cloud.google.com/ai-platform" track-metadata-module="categorization" track-metadata-module_headline="platform" track-name="one complete cohesive platform">one complete, cohesive platform</a>.  </p> </span></p> </td> <td class="categorization-module__table-cell categorization-module__table-bullets"> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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" 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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> <p class="richtext cws-caption"> <p>Build best-in-class machine learning models</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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 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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> <p class="richtext cws-caption"> <p>Deploy your models at scale</p> </p> </li> </ul> </td> </tr> <tr class="categorization-module__table-row categorization-module__table-row-border"> <td class="categorization-module__table-cell categorization-module__table-headline" rowspan="2"> <div class="categorization-module__table-category-headline"> <h5 class="cws-headline--headline-6" id="sight" data-text="Sight">Sight</h5> </div> </td> <td class="categorization-module__table-cell categorization-module__table-data"> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/40e8d70659ee20009f8bb81b4ce5d61c0ea50f41c366173e9eaa1c5901b1acc2.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/vision/overview/docs#automl-vision" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-module="categorization" track-metadata-module_headline="sight"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-vision" data-text="AutoML Vision">AutoML Vision</h5> </a> <p><span class="richtext cws-body"> <p>Derive insights from object detection and image classification, in the cloud or at the edge. <a href="https://web.archive.org/web/20210426233350/https://console.cloud.google.com/vision/dashboard" class="cws-link" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="inline link" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-eventdetail="console.cloud.google.com/vision/dashboard" track-metadata-module="categorization" track-metadata-module_headline="sight" track-name="try it now">Try it now</a>. </p> </span></p> </td> <td class="categorization-module__table-cell categorization-module__table-bullets"> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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 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cws-caption"> <p>Use REST and RPC APIs</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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)" 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<p><span class="richtext cws-body"> <p>Enable powerful content discovery and engaging video experiences. <a href="https://web.archive.org/web/20210426233350/https://console.cloud.google.com/video-intelligence/dashboard" class="cws-link" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="inline link" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-eventdetail="console.cloud.google.com/video-intelligence/dashboard" track-metadata-module="categorization" track-metadata-module_headline="sight" track-name="try it now">Try it now</a>. </p> </span></p> </td> <td class="categorization-module__table-cell categorization-module__table-bullets"> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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" 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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> <p class="richtext cws-caption"> <p>Annotate video using custom labels</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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" 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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> <p class="richtext cws-caption"> <p>Shot change detection</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" 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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> <p class="richtext cws-caption"> <p>Object detection and tracking</p> </p> </li> </ul> </td> </tr> <tr class="categorization-module__table-row categorization-module__table-row-border"> <td class="categorization-module__table-cell categorization-module__table-headline" rowspan="2"> <div class="categorization-module__table-category-headline"> <h5 class="cws-headline--headline-6" id="language" data-text="Language">Language</h5> </div> </td> <td class="categorization-module__table-cell categorization-module__table-data"> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/f19edfc9538eefa68a3b3807cfb3f0f58d995ff942e2a1e25a837b4ba2ca73b4.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/natural-language/automl/docs" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-module="categorization" track-metadata-module_headline="language"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-natural-language" data-text="AutoML Natural Language">AutoML Natural Language</h5> </a> <p><span class="richtext cws-body"> <p>Reveal the structure and meaning of text through machine learning. <a href="/web/20210426233350/https://cloud.google.com/natural-language/automl/docs/quickstart" class="cws-link" track-type="inline link" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-eventdetail="cloud.google.com/natural-language/automl/docs/quickstart" track-metadata-module="categorization" track-metadata-module_headline="language" track-name="try it now">Try it now</a>. </p> </span></p> </td> <td class="categorization-module__table-cell categorization-module__table-bullets"> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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 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cws-caption"> <p>Integrated REST API</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Custom entity extraction</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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="{}"> 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cws-caption"> <p>Large dataset support</p> </p> </li> </ul> </td> </tr> <tr class="categorization-module__table-row "> <td class="categorization-module__table-cell categorization-module__table-data"> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/e75d99f34144e603be71686b0d25671a0517d5b07d22ead9327eaf005880b38f.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/translate/automl/docs" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-module="categorization" track-metadata-module_headline="language"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-translation" data-text="AutoML Translation">AutoML Translation</h5> </a> <p><span class="richtext cws-body"> <p>Dynamically detect and translate between languages. <a href="/web/20210426233350/https://cloud.google.com/translate/automl/docs/before-you-begin" class="cws-link" track-type="inline link" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-eventdetail="cloud.google.com/translate/automl/docs/before-you-begin" track-metadata-module="categorization" track-metadata-module_headline="language" track-name="try it now">Try it now</a>. </p> </span></p> </td> <td class="categorization-module__table-cell categorization-module__table-bullets"> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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" 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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> <p class="richtext cws-caption"> <p>Supports 50 language pairs</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-module__checkmark-check"> <svg 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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> <p class="richtext cws-caption"> <p>Translate with custom models</p> </p> </li> </ul> </td> </tr> <tr class="categorization-module__table-row categorization-module__table-row-border"> <td class="categorization-module__table-cell categorization-module__table-headline" rowspan="1"> <div class="categorization-module__table-category-headline"> <h5 class="cws-headline--headline-6" id="structured-data" data-text=" Structured data"> Structured data</h5> </div> </td> <td class="categorization-module__table-cell categorization-module__table-data"> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/4762748349f665d392becf60110a137659bbe9cd9c74661a3bf87f2a0fa18c75.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/automl-tables/docs" track-metadata-child_index="4" track-metadata-child_total="1" track-metadata-module="categorization" track-metadata-module_headline="structured data"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-tables-beta" data-text=" AutoML Tables (beta)"> AutoML Tables (beta)</h5> </a> <p><span class="richtext cws-body"> <p>Automatically build and deploy state-of-the-art machine learning models on structured data. <a href="/web/20210426233350/https://cloud.google.com/automl-tables/docs/quickstart" class="cws-link" track-type="inline link" track-metadata-child_index="4" track-metadata-child_total="1" track-metadata-eventdetail="cloud.google.com/automl-tables/docs/quickstart" track-metadata-module="categorization" track-metadata-module_headline="structured data" track-name="try it now">Try it now</a>. </p> </span></p> </td> <td class="categorization-module__table-cell categorization-module__table-bullets"> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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, 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<p class="richtext cws-caption"> <p>Handles wide range of tabular data primitives</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Easy to build models</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" 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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> <p class="richtext cws-caption"> <p>Easy to deploy and scale models</p> </p> </li> </ul> </td> </tr> </tbody> </table> </div> <div class="categorization-module__mobile-view"> <p class="cws-label categorization-module__header"> Category </p> <div class="cloud-collapse cloud-collapse--minimalist" expand-cta="Expand all" collapse-cta="Collapse all" style=""> <div class="cloud-grid"> <div class="cloud-grid__col is-12"> <div class="cloud-collapse__panels"> <section class="expandable expanded" id="0" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Platform" track-name="0"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="platform_1" data-text=" Platform"> Platform</h4> </div> <div class="cloud-collapse__panel cloud-grid"> <div class="cloud-grid__col is-12"> <div> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/03c93c2199ab5731845caa781c0e93034228be684ebc0088b972739b4049def8.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/ai-platform-unified/docs" track-metadata-child_index="1" track-metadata-child_total="1" track-metadata-module="categorization" track-metadata-module_headline="platform"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="ai-platform-unified-with-automl-preview_1" data-text="AI Platform (Unified) with AutoML (Preview)">AI Platform (Unified) with AutoML (Preview)</h5> </a> <p><span class="richtext cws-body"> <p>Build and deploy custom models for image, video, text, and tabular data with a robust toolset in <a href="https://web.archive.org/web/20210426233350/https://cloud.google.com/ai-platform" class="cws-link" track-type="inline link" track-metadata-child_index="1" track-metadata-child_total="1" track-metadata-eventdetail="cloud.google.com/ai-platform" track-metadata-module="categorization" track-metadata-module_headline="platform" track-name="one complete cohesive platform">one complete, cohesive platform</a>.  </p> </span></p> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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" 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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> <p class="richtext cws-caption"> <p>Build best-in-class machine learning models </p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Validate and fine-tune your model</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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 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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> <p class="richtext cws-caption"> <p>Deploy your models at scale</p> </p> </li> </ul> </div> </div> </div> </section> <section class="expandable" id="1" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Sight" track-name="1"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="sight_1" data-text=" Sight"> Sight</h4> </div> <div class="cloud-collapse__panel cloud-grid"> <div class="cloud-grid__col is-12"> <div> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/40e8d70659ee20009f8bb81b4ce5d61c0ea50f41c366173e9eaa1c5901b1acc2.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/vision/overview/docs#automl-vision" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-module="categorization" track-metadata-module_headline="sight"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-vision_1" data-text="AutoML Vision">AutoML Vision</h5> </a> <p><span class="richtext cws-body"> <p>Derive insights from object detection and image classification, in the cloud or at the edge. <a href="https://web.archive.org/web/20210426233350/https://console.cloud.google.com/vision/dashboard" class="cws-link" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="inline link" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-eventdetail="console.cloud.google.com/vision/dashboard" track-metadata-module="categorization" track-metadata-module_headline="sight" track-name="try it now">Try it now</a>. </p> </span></p> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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 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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> <p class="richtext cws-caption"> <p>Detect objects, where they are, and how many</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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 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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> <p class="richtext cws-caption"> <p>Deploy ML models at the edge</p> </p> </li> </ul> </div> <div> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/5dbdcff92decdb9c332d320533398e8c3d5fe753b1dd4b7cc2afd64eacc32d16.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/video-intelligence/automl/docs" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-module="categorization" track-metadata-module_headline="sight"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-video-intelligence-beta_1" data-text="AutoML Video Intelligence (beta)">AutoML Video Intelligence (beta)</h5> </a> <p><span class="richtext cws-body"> <p>Enable powerful content discovery and engaging video experiences. <a href="https://web.archive.org/web/20210426233350/https://console.cloud.google.com/video-intelligence/dashboard" class="cws-link" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-type="inline link" track-metadata-child_index="2" track-metadata-child_total="2" track-metadata-eventdetail="console.cloud.google.com/video-intelligence/dashboard" track-metadata-module="categorization" track-metadata-module_headline="sight" track-name="try it now">Try it now</a>. </p> </span></p> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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 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cws-caption"> <p>Annotate video using custom labels</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Streaming video analysis</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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="{}"> 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cws-caption"> <p>Object detection and tracking</p> </p> </li> </ul> </div> </div> </div> </section> <section class="expandable" id="2" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail="Language" track-name="2"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="language_1" data-text=" Language"> Language</h4> </div> <div class="cloud-collapse__panel cloud-grid"> <div class="cloud-grid__col is-12"> <div> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/f19edfc9538eefa68a3b3807cfb3f0f58d995ff942e2a1e25a837b4ba2ca73b4.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/natural-language/automl/docs" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-module="categorization" track-metadata-module_headline="language"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-natural-language_1" data-text="AutoML Natural Language">AutoML Natural Language</h5> </a> <p><span class="richtext cws-body"> <p>Reveal the structure and meaning of text through machine learning. <a href="/web/20210426233350/https://cloud.google.com/natural-language/automl/docs/quickstart" class="cws-link" track-type="inline link" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-eventdetail="cloud.google.com/natural-language/automl/docs/quickstart" track-metadata-module="categorization" track-metadata-module_headline="language" track-name="try it now">Try it now</a>. </p> </span></p> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" 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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> <p class="richtext cws-caption"> <p>Custom sentiment analysis</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" 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class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-translation_1" data-text="AutoML Translation">AutoML Translation</h5> </a> <p><span class="richtext cws-body"> <p>Dynamically detect and translate between languages. <a href="/web/20210426233350/https://cloud.google.com/translate/automl/docs/before-you-begin" class="cws-link" track-type="inline link" track-metadata-child_index="3" track-metadata-child_total="2" track-metadata-eventdetail="cloud.google.com/translate/automl/docs/before-you-begin" track-metadata-module="categorization" track-metadata-module_headline="language" track-name="try it now">Try it now</a>. </p> </span></p> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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="{}"> 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cws-caption"> <p>Supports 50 language pairs</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Translate with custom models</p> </p> </li> </ul> </div> </div> </div> </section> <section class="expandable" id="3" style=""> <div class="expand-control cloud-collapse__label" track-type="collapse" track-metadata-eventdetail=" Structured data" track-name="3"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="structured-data_1" data-text=" Structured data"> Structured data</h4> </div> <div class="cloud-collapse__panel cloud-grid"> <div class="cloud-grid__col is-12"> <div> <img alt="" class="categorization-module__icon" loading="lazy" src="https://web.archive.org/web/20210426233350im_/https://cloudx-bricks-prod-bucket.storage.googleapis.com/4762748349f665d392becf60110a137659bbe9cd9c74661a3bf87f2a0fa18c75.svg" style="max-width: 24px; max-height: 24px;"> <a class="cws-link" href="/web/20210426233350/https://cloud.google.com/automl-tables/docs" track-metadata-child_index="4" track-metadata-child_total="1" track-metadata-module="categorization" track-metadata-module_headline="structured data"> <h5 class="cws-headline--headline-6 categorization-module__list-item-headline" id="automl-tables-beta_1" data-text=" AutoML Tables (beta)"> AutoML Tables (beta)</h5> </a> <p><span class="richtext cws-body"> <p>Automatically build and deploy state-of-the-art machine learning models on structured data. <a href="/web/20210426233350/https://cloud.google.com/automl-tables/docs/quickstart" class="cws-link" track-type="inline link" track-metadata-child_index="4" track-metadata-child_total="1" track-metadata-eventdetail="cloud.google.com/automl-tables/docs/quickstart" track-metadata-module="categorization" track-metadata-module_headline="structured data" track-name="try it now">Try it now</a>. </p> </span></p> <ul class="categorization-module__checkmarks"> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Handles wide range of tabular data primitives</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Easy to build models</p> </p> </li> <li class="categorization-module__checkmark"> <span class="categorization-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> <p class="richtext cws-caption"> <p>Easy to deploy and scale models</p> </p> </li> </ul> </div> </div> </div> </section> </div> </div> </div> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <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" track-metadata-module_headline="learn from customers using automl"> <div class="cloud-grid--alternate"> <div class="cloud-grid__col is-8 is-2--offset cloud-grid__col--horizontal-center cloud-text-center"> <div class="customer-module__headline"> <h3 class="cws-headline--headline-4" id="learn-from-customers-using-automl" data-text="Learn from customers using AutoML">Learn from customers using AutoML</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" href="/web/20210426233350/https://cloud.google.com/customers/california-design-den" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="california design den gains deeper insights into individual sku performance" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/customers/california-design-den" track-metadata-module="customers" track-metadata-module_headline="learn from customers using automl" track-name="california design den gains deeper insights into individual sku performance"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt=" California Design Den logo" class="" src="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/ux-ihbZaSvhqfVQouH3EWJx7_11i006DK7AChP7kJYr3WvPW9M2Zk2Up_dLUgZusNuwkk9fr37g=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/ux-ihbZaSvhqfVQouH3EWJx7_11i006DK7AChP7kJYr3WvPW9M2Zk2Up_dLUgZusNuwkk9fr37g=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">California Design Den gains deeper insights into individual SKU performance.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 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="/web/20210426233350/https://cloud.google.com/customers/imagia" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="imagia uses automl to discover markers for chronic and age-related degenerative diseases" track-metadata-child_index="2" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/customers/imagia" track-metadata-module="customers" track-metadata-module_headline="learn from customers using automl" track-name="imagia uses automl to discover markers for chronic and age-related degenerative diseases"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt=" Imagia logo" class="" src="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/0W01CZ85Tu0Z9SSed5XyNF8Ac2IqrtHk2BKNBRbGbWfswXXxjYTsADYWRdU0NB42gsCryqtnPbg=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/0W01CZ85Tu0Z9SSed5XyNF8Ac2IqrtHk2BKNBRbGbWfswXXxjYTsADYWRdU0NB42gsCryqtnPbg=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Imagia uses AutoML to discover markers for chronic and age-related degenerative diseases.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 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="/web/20210426233350/https://cloud.google.com/customers/meredith" track-type="card" track-metadata-child_eyebrow="case study" track-metadata-child_headline="meredith digital classifies text across entire portfolio of media properties in months versus years" track-metadata-child_index="3" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/customers/meredith" track-metadata-module="customers" track-metadata-module_headline="learn from customers using automl" track-name="meredith digital classifies text across entire portfolio of media properties in months versus years"> <div class="cloud-card-standard__content"> <div class="cloud-card-standard__logo"> <img alt="Meredith Digital logo" class="" src="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/eI-0HY0F0cDt1HYnpowkxy-CZSpgqlFilrROUZzqJeEQuuHH2yLT2cDEqTgbQ16c9Kn6crKmk865=e14-rj-sc0xffffff-h36-w120" srcset="https://web.archive.org/web/20210426233350im_/https://lh3.googleusercontent.com/eI-0HY0F0cDt1HYnpowkxy-CZSpgqlFilrROUZzqJeEQuuHH2yLT2cDEqTgbQ16c9Kn6crKmk865=e14-rj-sc0xffffff-h72-w240 2x" style=""> </div> <div class="cloud-card-standard__eyebrow"> <span class="cws-label">Case study</span> </div> <div class="cloud-card-standard__body"> <p class="cloud-card-standard__headline">Meredith Digital classifies text across entire portfolio of media properties in months versus years.</p> </div> <div class="cloud-card-standard__footer"> <div class="cloud-card-standard__footnote"> <span class="cloud-card-standard__footnote-text cws-caption"> 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> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_left</i> </div> <div class="cloud-carousel__arrow right-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_right</i> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> <div class="cloud-text-center"> <a href="/web/20210426233350/https://cloud.google.com/customers#/products=Machine_Learning" class="cws-button cws-button--low-emphasis cws-button--align-left" track-name="see all customers" track-type="button" track-metadata-eventdetail="cloud.google.com/customers/" track-metadata-modifier="low-emphasis"> See all customers </a> </div> </div> </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 cws-small-text"> <p>Cloud AI products comply with our <a href="https://web.archive.org/web/20210426233350/https://cloud.google.com/terms/sla" class="cws-link" track-type="inline link" track-metadata-eventdetail="cloud.google.com/terms/sla" track-metadata-module="legal" track-name="sla policies">SLA policies</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"> <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-grid--alternate"> <div class="cloud-grid__col is-6 is-1--offset"> <h3 class="cws-headline--headline-4 ankle-module__headline" id="take-the-next-step" data-text=" Take the next step "> Take the next step </h3> <p class="cws-body--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 href="https://web.archive.org/web/20210426233350/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" class="cws-button cws-button--high-emphasis" track-name="get started for free" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="high-emphasis"> Get started for free </a> </div> </div> </div> <div class="cloud-grid__col is-3 is-8--offset ankle-module__links"> <ul class="ankle-module__link-list"> <li class="ankle-module__link-list-item"> <div class="cws-headline--headline-6 ankle-module__link-list-item-label"> Need help getting started? </div> <a href="https://web.archive.org/web/20210426233350/https://cloud.google.com/contact/" track-type="button" track-metadata-child_index="1" track-metadata-child_total="3" track-metadata-eventdetail="cloud.google.com/contact/" track-metadata-modifier="flat" track-metadata-module="take the next step" track-name="contact sales" class="cloud-button cloud-button--flat"> Contact sales </a> </li> <li class="ankle-module__link-list-item"> <div class="cws-headline--headline-6 ankle-module__link-list-item-label"> Work with a trusted partner </div> <a href="https://web.archive.org/web/20210426233350/https://cloud.withgoogle.com/partners/" target="_blank" rel="noopener" track-type="button" track-metadata-child_index="2" track-metadata-child_total="3" 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