CINXE.COM

Data Analytics Archives - Open Data Science - Your News Source for AI, Machine Learning & more

<!DOCTYPE html> <!--[if lt IE 7]> <html lang="en-US" xmlns:fb="https://www.facebook.com/2008/fbml" xmlns:addthis="https://www.addthis.com/help/api-spec" class="no-js lt-ie9 lt-ie8 lt-ie7"> <![endif]--> <!--[if IE 7]> <html lang="en-US" xmlns:fb="https://www.facebook.com/2008/fbml" xmlns:addthis="https://www.addthis.com/help/api-spec" class="no-js lt-ie9 lt-ie8"> <![endif]--> <!--[if IE 8]> <html lang="en-US" xmlns:fb="https://www.facebook.com/2008/fbml" xmlns:addthis="https://www.addthis.com/help/api-spec" class="no-js lt-ie9"> <![endif]--> <!--[if gt IE 8]><!--> <html lang="en-US" xmlns:fb="https://www.facebook.com/2008/fbml" xmlns:addthis="https://www.addthis.com/help/api-spec" class="no-js"> <!--<![endif]--> <!-- BEGIN head --> <head> <!-- Title --> <!-- Google Tag Manager --> <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-M62L34N');</script> <!-- End Google Tag Manager --> <!-- Meta tags --> <meta name="viewport" content="width=device-width, initial-scale=1.0, minimum-scale=1.0, maximum-scale=1.0, user-scalable=no" /> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <meta name="facebook-domain-verification" content="mq2z5ejvx3hxmh1wsy4dgvxk6tcl1f" /> <link rel="pingback" href="https://opendatascience.com/xmlrpc.php" /> <link rel="shortcut icon" href="https://opendatascience.com/wp-content/uploads/goliath/favicon1.ico" /> <!-- if page is content page --> <meta property="og:site_name" content="Open Data Science &#8211; Your News Source for AI, Machine Learning &amp; more" /> <meta property="og:description" content="" /> <meta property="og:type" content="website" /> <meta property="og:image" content="https://opendatascience.com/wp-content/uploads/goliath/highresodsclogo.png" /> <script charset="utf-8" type="text/javascript" src="//js.hsforms.net/forms/v2-legacy.js"></script> <![endif]--> <script charset="utf-8" type="text/javascript" src="//js.hsforms.net/forms/v2.js"></script> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <style>img:is([sizes="auto" i], [sizes^="auto," i]) { contain-intrinsic-size: 3000px 1500px }</style> <script data-no-defer="1" data-ezscrex="false" data-cfasync="false" data-pagespeed-no-defer data-cookieconsent="ignore"> var ctPublicFunctions = {"_ajax_nonce":"03c4264fae","_rest_nonce":"dd82695903","_ajax_url":"\/wp-admin\/admin-ajax.php","_rest_url":"https:\/\/opendatascience.com\/wp-json\/","data__cookies_type":"native","data__ajax_type":"rest","text__wait_for_decoding":"Decoding the contact data, let us a few seconds to finish. Anti-Spam by CleanTalk","cookiePrefix":"","wprocket_detected":false,"host_url":"opendatascience.com"} </script> <script data-no-defer="1" data-ezscrex="false" data-cfasync="false" data-pagespeed-no-defer data-cookieconsent="ignore"> var ctPublic = {"_ajax_nonce":"03c4264fae","settings__forms__check_internal":"0","settings__forms__check_external":"0","settings__forms__search_test":"1","settings__data__bot_detector_enabled":0,"blog_home":"https:\/\/opendatascience.com\/","pixel__setting":"0","pixel__enabled":false,"pixel__url":null,"data__email_check_before_post":"1","data__email_check_exist_post":0,"data__cookies_type":"native","data__key_is_ok":true,"data__visible_fields_required":true,"wl_brandname":"Anti-Spam by CleanTalk","wl_brandname_short":"CleanTalk","ct_checkjs_key":"14ab67279a7be2394dae085d25b8491ccda96a2b7c3e46793e26326e802e74fa","emailEncoderPassKey":"5dec7c51fcd76545858cdb9122cde2d5","bot_detector_forms_excluded":"W10=","advancedCacheExists":false,"varnishCacheExists":false,"wc_ajax_add_to_cart":true} </script> <script type="text/javascript" id="wpp-js" src="https://opendatascience.com/wp-content/plugins/wordpress-popular-posts/assets/js/wpp.min.js?ver=7.1.0" data-sampling="0" data-sampling-rate="100" data-api-url="https://opendatascience.com/wp-json/wordpress-popular-posts" data-post-id="0" data-token="dd82695903" data-lang="0" data-debug="0"></script> <!-- This site is optimized with the Yoast SEO Premium plugin v23.3 (Yoast SEO v23.9) - https://yoast.com/wordpress/plugins/seo/ --> <title>Data Analytics Archives - Open Data Science - Your News Source for AI, Machine Learning &amp; more</title> <link rel="canonical" href="https://opendatascience.com/category/modeling/data-analytics/" /> <link rel="next" href="https://opendatascience.com/category/modeling/data-analytics/page/2/" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="Data Analytics Archives" /> <meta property="og:url" content="https://opendatascience.com/category/modeling/data-analytics/" /> <meta property="og:site_name" content="Open Data Science - Your News Source for AI, Machine Learning &amp; more" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:site" content="@odsc" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"CollectionPage","@id":"https://opendatascience.com/category/modeling/data-analytics/","url":"https://opendatascience.com/category/modeling/data-analytics/","name":"Data Analytics Archives - Open Data Science - Your News Source for AI, Machine Learning &amp; more","isPartOf":{"@id":"https://opendatascience.com/#website"},"primaryImageOfPage":{"@id":"https://opendatascience.com/category/modeling/data-analytics/#primaryimage"},"image":{"@id":"https://opendatascience.com/category/modeling/data-analytics/#primaryimage"},"thumbnailUrl":"https://opendatascience.com/wp-content/uploads/2024/01/shutterstock_2284999159.jpg","breadcrumb":{"@id":"https://opendatascience.com/category/modeling/data-analytics/#breadcrumb"},"inLanguage":"en-US"},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://opendatascience.com/category/modeling/data-analytics/#primaryimage","url":"https://opendatascience.com/wp-content/uploads/2024/01/shutterstock_2284999159.jpg","contentUrl":"https://opendatascience.com/wp-content/uploads/2024/01/shutterstock_2284999159.jpg","width":640,"height":300,"caption":"Generative AI Social Good | Leveraging GenAI for Improved Efficiency in Quantum Computing | 5 Use Cases for Generative AI in Data Analytics | What are the Hottest Generative AI Trends Leading into 2025?"},{"@type":"BreadcrumbList","@id":"https://opendatascience.com/category/modeling/data-analytics/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://opendatascience.com/"},{"@type":"ListItem","position":2,"name":"Modeling","item":"https://opendatascience.com/category/modeling/"},{"@type":"ListItem","position":3,"name":"Data Analytics"}]},{"@type":"WebSite","@id":"https://opendatascience.com/#website","url":"https://opendatascience.com/","name":"Open Data Science - Your News Source for AI, Machine Learning &amp; more","description":"","publisher":{"@id":"https://opendatascience.com/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://opendatascience.com/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https://opendatascience.com/#organization","name":"Open Data Science - Your News Source for AI, Machine Learning & more","url":"https://opendatascience.com/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://opendatascience.com/#/schema/logo/image/","url":"https://opendatascience.com/wp-content/uploads/2018/04/highresodsclogo.png","contentUrl":"https://opendatascience.com/wp-content/uploads/2018/04/highresodsclogo.png","width":385,"height":101,"caption":"Open Data Science - Your News Source for AI, Machine Learning & more"},"image":{"@id":"https://opendatascience.com/#/schema/logo/image/"},"sameAs":["https://www.facebook.com/OPENDATASCI/","https://x.com/odsc"]}]}</script> <!-- / Yoast SEO Premium plugin. --> <link rel='dns-prefetch' href='//js.hs-scripts.com' /> <link rel='dns-prefetch' href='//s7.addthis.com' /> <link rel='dns-prefetch' href='//www.googletagmanager.com' /> <link rel='dns-prefetch' href='//fonts.googleapis.com' /> <!-- This site uses the Google Analytics by MonsterInsights plugin v9.2.2 - Using Analytics tracking - https://www.monsterinsights.com/ --> <script src="//www.googletagmanager.com/gtag/js?id=G-WQFN07TN9T" data-cfasync="false" data-wpfc-render="false" type="text/javascript" async></script> <script data-cfasync="false" data-wpfc-render="false" type="text/javascript"> var mi_version = '9.2.2'; var mi_track_user = true; var mi_no_track_reason = ''; var MonsterInsightsDefaultLocations = {"page_location":"https:\/\/opendatascience.com\/category\/modeling\/data-analytics\/"}; if ( typeof MonsterInsightsPrivacyGuardFilter === 'function' ) { var MonsterInsightsLocations = (typeof MonsterInsightsExcludeQuery === 'object') ? MonsterInsightsPrivacyGuardFilter( MonsterInsightsExcludeQuery ) : MonsterInsightsPrivacyGuardFilter( MonsterInsightsDefaultLocations ); } else { var MonsterInsightsLocations = (typeof MonsterInsightsExcludeQuery === 'object') ? MonsterInsightsExcludeQuery : MonsterInsightsDefaultLocations; } var disableStrs = [ 'ga-disable-G-WQFN07TN9T', ]; /* Function to detect opted out users */ function __gtagTrackerIsOptedOut() { for (var index = 0; index < disableStrs.length; index++) { if (document.cookie.indexOf(disableStrs[index] + '=true') > -1) { return true; } } return false; } /* Disable tracking if the opt-out cookie exists. */ if (__gtagTrackerIsOptedOut()) { for (var index = 0; index < disableStrs.length; index++) { window[disableStrs[index]] = true; } } /* Opt-out function */ function __gtagTrackerOptout() { for (var index = 0; index < disableStrs.length; index++) { document.cookie = disableStrs[index] + '=true; expires=Thu, 31 Dec 2099 23:59:59 UTC; path=/'; window[disableStrs[index]] = true; } } if ('undefined' === typeof gaOptout) { function gaOptout() { __gtagTrackerOptout(); } } window.dataLayer = window.dataLayer || []; window.MonsterInsightsDualTracker = { helpers: {}, trackers: {}, }; if (mi_track_user) { function __gtagDataLayer() { dataLayer.push(arguments); } function __gtagTracker(type, name, parameters) { if (!parameters) { parameters = {}; } if (parameters.send_to) { __gtagDataLayer.apply(null, arguments); return; } if (type === 'event') { parameters.send_to = monsterinsights_frontend.v4_id; var hookName = name; if (typeof parameters['event_category'] !== 'undefined') { hookName = parameters['event_category'] + ':' + name; } if (typeof MonsterInsightsDualTracker.trackers[hookName] !== 'undefined') { MonsterInsightsDualTracker.trackers[hookName](parameters); } else { __gtagDataLayer('event', name, parameters); } } else { __gtagDataLayer.apply(null, arguments); } } __gtagTracker('js', new Date()); __gtagTracker('set', { 'developer_id.dZGIzZG': true, }); if ( MonsterInsightsLocations.page_location ) { __gtagTracker('set', MonsterInsightsLocations); } __gtagTracker('config', 'G-WQFN07TN9T', {"forceSSL":"true"} ); window.gtag = __gtagTracker; (function () { /* https://developers.google.com/analytics/devguides/collection/analyticsjs/ */ /* ga and __gaTracker compatibility shim. */ var noopfn = function () { return null; }; var newtracker = function () { return new Tracker(); }; var Tracker = function () { return null; }; var p = Tracker.prototype; p.get = noopfn; p.set = noopfn; p.send = function () { var args = Array.prototype.slice.call(arguments); args.unshift('send'); __gaTracker.apply(null, args); }; var __gaTracker = function () { var len = arguments.length; if (len === 0) { return; } var f = arguments[len - 1]; if (typeof f !== 'object' || f === null || typeof f.hitCallback !== 'function') { if ('send' === arguments[0]) { var hitConverted, hitObject = false, action; if ('event' === arguments[1]) { if ('undefined' !== typeof arguments[3]) { hitObject = { 'eventAction': arguments[3], 'eventCategory': arguments[2], 'eventLabel': arguments[4], 'value': arguments[5] ? arguments[5] : 1, } } } if ('pageview' === arguments[1]) { if ('undefined' !== typeof arguments[2]) { hitObject = { 'eventAction': 'page_view', 'page_path': arguments[2], } } } if (typeof arguments[2] === 'object') { hitObject = arguments[2]; } if (typeof arguments[5] === 'object') { Object.assign(hitObject, arguments[5]); } if ('undefined' !== typeof arguments[1].hitType) { hitObject = arguments[1]; if ('pageview' === hitObject.hitType) { hitObject.eventAction = 'page_view'; } } if (hitObject) { action = 'timing' === arguments[1].hitType ? 'timing_complete' : hitObject.eventAction; hitConverted = mapArgs(hitObject); __gtagTracker('event', action, hitConverted); } } return; } function mapArgs(args) { var arg, hit = {}; var gaMap = { 'eventCategory': 'event_category', 'eventAction': 'event_action', 'eventLabel': 'event_label', 'eventValue': 'event_value', 'nonInteraction': 'non_interaction', 'timingCategory': 'event_category', 'timingVar': 'name', 'timingValue': 'value', 'timingLabel': 'event_label', 'page': 'page_path', 'location': 'page_location', 'title': 'page_title', 'referrer' : 'page_referrer', }; for (arg in args) { if (!(!args.hasOwnProperty(arg) || !gaMap.hasOwnProperty(arg))) { hit[gaMap[arg]] = args[arg]; } else { hit[arg] = args[arg]; } } return hit; } try { f.hitCallback(); } catch (ex) { } }; __gaTracker.create = newtracker; __gaTracker.getByName = newtracker; __gaTracker.getAll = function () { return []; }; __gaTracker.remove = noopfn; __gaTracker.loaded = true; window['__gaTracker'] = __gaTracker; })(); } else { console.log(""); (function () { function __gtagTracker() { return null; } window['__gtagTracker'] = __gtagTracker; window['gtag'] = __gtagTracker; })(); } </script> <!-- / Google Analytics by MonsterInsights --> <script type="text/javascript"> /* <![CDATA[ */ window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/15.0.3\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/opendatascience.com\/wp-includes\/js\/wp-emoji-release.min.js?ver=6.7.1"}}; /*! This file is auto-generated */ !function(i,n){var o,s,e;function c(e){try{var t={supportTests:e,timestamp:(new Date).valueOf()};sessionStorage.setItem(o,JSON.stringify(t))}catch(e){}}function p(e,t,n){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);var t=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data),r=(e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(n,0,0),new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data));return t.every(function(e,t){return e===r[t]})}function u(e,t,n){switch(t){case"flag":return n(e,"\ud83c\udff3\ufe0f\u200d\u26a7\ufe0f","\ud83c\udff3\ufe0f\u200b\u26a7\ufe0f")?!1:!n(e,"\ud83c\uddfa\ud83c\uddf3","\ud83c\uddfa\u200b\ud83c\uddf3")&&!n(e,"\ud83c\udff4\udb40\udc67\udb40\udc62\udb40\udc65\udb40\udc6e\udb40\udc67\udb40\udc7f","\ud83c\udff4\u200b\udb40\udc67\u200b\udb40\udc62\u200b\udb40\udc65\u200b\udb40\udc6e\u200b\udb40\udc67\u200b\udb40\udc7f");case"emoji":return!n(e,"\ud83d\udc26\u200d\u2b1b","\ud83d\udc26\u200b\u2b1b")}return!1}function f(e,t,n){var r="undefined"!=typeof WorkerGlobalScope&&self instanceof WorkerGlobalScope?new OffscreenCanvas(300,150):i.createElement("canvas"),a=r.getContext("2d",{willReadFrequently:!0}),o=(a.textBaseline="top",a.font="600 32px Arial",{});return e.forEach(function(e){o[e]=t(a,e,n)}),o}function t(e){var t=i.createElement("script");t.src=e,t.defer=!0,i.head.appendChild(t)}"undefined"!=typeof Promise&&(o="wpEmojiSettingsSupports",s=["flag","emoji"],n.supports={everything:!0,everythingExceptFlag:!0},e=new Promise(function(e){i.addEventListener("DOMContentLoaded",e,{once:!0})}),new Promise(function(t){var n=function(){try{var e=JSON.parse(sessionStorage.getItem(o));if("object"==typeof e&&"number"==typeof e.timestamp&&(new Date).valueOf()<e.timestamp+604800&&"object"==typeof e.supportTests)return e.supportTests}catch(e){}return null}();if(!n){if("undefined"!=typeof Worker&&"undefined"!=typeof OffscreenCanvas&&"undefined"!=typeof URL&&URL.createObjectURL&&"undefined"!=typeof Blob)try{var e="postMessage("+f.toString()+"("+[JSON.stringify(s),u.toString(),p.toString()].join(",")+"));",r=new Blob([e],{type:"text/javascript"}),a=new Worker(URL.createObjectURL(r),{name:"wpTestEmojiSupports"});return void(a.onmessage=function(e){c(n=e.data),a.terminate(),t(n)})}catch(e){}c(n=f(s,u,p))}t(n)}).then(function(e){for(var t in e)n.supports[t]=e[t],n.supports.everything=n.supports.everything&&n.supports[t],"flag"!==t&&(n.supports.everythingExceptFlag=n.supports.everythingExceptFlag&&n.supports[t]);n.supports.everythingExceptFlag=n.supports.everythingExceptFlag&&!n.supports.flag,n.DOMReady=!1,n.readyCallback=function(){n.DOMReady=!0}}).then(function(){return e}).then(function(){var e;n.supports.everything||(n.readyCallback(),(e=n.source||{}).concatemoji?t(e.concatemoji):e.wpemoji&&e.twemoji&&(t(e.twemoji),t(e.wpemoji)))}))}((window,document),window._wpemojiSettings); /* ]]> */ </script> <link rel='stylesheet' id='ai1ec_style-css' href='//opendatascience.com/wp-content/plugins/all-in-one-event-calendar/public/themes-ai1ec/vortex/css/ai1ec_parsed_css.css?ver=3.0.0' type='text/css' media='all' /> <link rel='stylesheet' id='reusablec-block-css-css' href='https://opendatascience.com/wp-content/plugins/reusable-content-blocks/includes/css/reusablec-block.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='wp-quicklatex-format-css' href='https://opendatascience.com/wp-content/plugins/wp-quicklatex/css/quicklatex-format.css?ver=6.7.1' type='text/css' media='all' /> <style id='wp-emoji-styles-inline-css' type='text/css'> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://opendatascience.com/wp-includes/css/dist/block-library/style.min.css?ver=6.7.1' type='text/css' media='all' /> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='ct_public_css-css' href='https://opendatascience.com/wp-content/plugins/cleantalk-spam-protect/css/cleantalk-public.min.css?ver=6.45.2' type='text/css' media='all' /> <link rel='stylesheet' id='ct_email_decoder_css-css' href='https://opendatascience.com/wp-content/plugins/cleantalk-spam-protect/css/cleantalk-email-decoder.min.css?ver=6.45.2' type='text/css' media='all' /> <link rel='stylesheet' id='cm-frontend-css' href='https://opendatascience.com/wp-content/plugins/constellation//assets/css/frontend.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='cookie-notice-front-css' href='https://opendatascience.com/wp-content/plugins/cookie-notice/css/front.min.css?ver=2.5.2' type='text/css' media='all' /> <link rel='stylesheet' id='likebtn_style-css' href='https://opendatascience.com/wp-content/plugins/likebtn-like-button/public/css/style.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='usp_style-css' href='https://opendatascience.com/wp-content/plugins/user-submitted-posts/resources/usp.css?ver=20191110' type='text/css' media='all' /> <link rel='stylesheet' id='video_popup_close_icon-css' href='https://opendatascience.com/wp-content/plugins/video-popup/css/vp-close-icon/close-button-icon.css?ver=1732662943' type='text/css' media='all' /> <link rel='stylesheet' id='oba_youtubepopup_css-css' href='https://opendatascience.com/wp-content/plugins/video-popup/css/YouTubePopUp.css?ver=1732662943' type='text/css' media='all' /> <link rel='stylesheet' id='rss-retriever-css' href='https://opendatascience.com/wp-content/plugins/wp-rss-retriever/inc/css/rss-retriever.css?ver=1.6.5' type='text/css' media='all' /> <link rel='stylesheet' id='ppress-frontend-css' href='https://opendatascience.com/wp-content/plugins/wp-user-avatar/assets/css/frontend.min.css?ver=4.15.18' type='text/css' media='all' /> <link rel='stylesheet' id='ppress-flatpickr-css' href='https://opendatascience.com/wp-content/plugins/wp-user-avatar/assets/flatpickr/flatpickr.min.css?ver=4.15.18' type='text/css' media='all' /> <link rel='stylesheet' id='ppress-select2-css' href='https://opendatascience.com/wp-content/plugins/wp-user-avatar/assets/select2/select2.min.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='crp-style-rounded-thumbs-css' href='https://opendatascience.com/wp-content/plugins/contextual-related-posts/css/rounded-thumbs.min.css?ver=3.5.5' type='text/css' media='all' /> <style id='crp-style-rounded-thumbs-inline-css' type='text/css'> .crp_related.crp-rounded-thumbs a { width: 150px; height: 150px; text-decoration: none; } .crp_related.crp-rounded-thumbs img { max-width: 150px; margin: auto; } .crp_related.crp-rounded-thumbs .crp_title { width: 100%; } </style> <link rel='stylesheet' id='audioigniter-css' href='https://opendatascience.com/wp-content/plugins/audioigniter/player/build/style.css?ver=2.0.1' type='text/css' media='all' /> <link rel='stylesheet' id='wordpress-popular-posts-css-css' href='https://opendatascience.com/wp-content/plugins/wordpress-popular-posts/assets/css/wpp.css?ver=7.1.0' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-bootstrap-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/bootstrap.min.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-font-awesome-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/font-awesome.min.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-main-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/main.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-tablet-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/tablet.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-phone-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/phone.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-woocommerce-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/woocommerce.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-bbpress-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/bbpress.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-wordpress_style-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/wordpress.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-sharrre-css' href='https://opendatascience.com/wp-content/themes/goliath/theme/assets/css/sharrre.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-style-css' href='https://opendatascience.com/wp-content/themes/goliath/style.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='plsh-google-fonts-css' href='https://fonts.googleapis.com/css?family=Open+Sans%3A400%2C700%2C900%7CLato%3A400%2C700%2C900&#038;subset=latin%2Clatin-ext' type='text/css' media='all' /> <link rel='stylesheet' id='mm-compiled-options-mobmenu-css' href='https://opendatascience.com/wp-content/uploads/dynamic-mobmenu.css?ver=2.8.6-174' type='text/css' media='all' /> <link rel='stylesheet' id='mm-google-webfont-dosis-css' href='//fonts.googleapis.com/css?family=Dosis%3Ainherit%2C400&#038;subset=latin%2Clatin-ext&#038;ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='mm-google-webfont-open-sans-css' href='//fonts.googleapis.com/css?family=Open+Sans%3Ainherit%2C400&#038;subset=latin%2Clatin-ext&#038;ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='addthis_all_pages-css' href='https://opendatascience.com/wp-content/plugins/addthis/frontend/build/addthis_wordpress_public.min.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='bsf-Defaults-css' href='https://opendatascience.com/wp-content/uploads/smile_fonts/Defaults/Defaults.css?ver=3.19.15' type='text/css' media='all' /> <link rel='stylesheet' id='um_fonticons_ii-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-fonticons-ii.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_fonticons_fa-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-fonticons-fa.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='select2-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/select2/select2.min.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_modal-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-modal.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_styles-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-styles.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_members-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-members.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_profile-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-profile.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_account-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-account.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_misc-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-misc.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_fileupload-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-fileupload.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_raty-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-raty.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_scrollbar-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-scrollbar.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_crop-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-crop.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_tipsy-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-tipsy.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_responsive-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-responsive.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='um_default_css-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/assets/css/um-old-default.css?ver=2.0.17' type='text/css' media='all' /> <link rel='stylesheet' id='um_old_css-css' href='https://opendatascience.com/wp-content/plugins/ultimate-member/../../uploads/ultimatemember/um_old_settings.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='cssmobmenu-icons-css' href='https://opendatascience.com/wp-content/plugins/mobile-menu/includes/css/mobmenu-icons.css?ver=6.7.1' type='text/css' media='all' /> <link rel='stylesheet' id='cssmobmenu-css' href='https://opendatascience.com/wp-content/plugins/mobile-menu/includes/css/mobmenu.css?ver=2.8.6' type='text/css' media='all' /> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/google-analytics-for-wordpress/assets/js/frontend-gtag.min.js?ver=9.2.2" id="monsterinsights-frontend-script-js" async="async" data-wp-strategy="async"></script> <script data-cfasync="false" data-wpfc-render="false" type="text/javascript" id='monsterinsights-frontend-script-js-extra'>/* <![CDATA[ */ var monsterinsights_frontend = {"js_events_tracking":"true","download_extensions":"doc,pdf,ppt,zip,xls,docx,pptx,xlsx","inbound_paths":"[]","home_url":"https:\/\/opendatascience.com","hash_tracking":"false","v4_id":"G-WQFN07TN9T"};/* ]]> */ </script> <script type="text/javascript" data-pagespeed-no-defer src="https://opendatascience.com/wp-content/plugins/cleantalk-spam-protect/js/apbct-public-bundle.min.js?ver=6.45.2" id="ct_public_functions-js"></script> <script type="text/javascript" id="cookie-notice-front-js-before"> /* <![CDATA[ */ var cnArgs = {"ajaxUrl":"https:\/\/opendatascience.com\/wp-admin\/admin-ajax.php","nonce":"c97a349927","hideEffect":"fade","position":"bottom","onScroll":true,"onScrollOffset":100,"onClick":false,"cookieName":"cookie_notice_accepted","cookieTime":2592000,"cookieTimeRejected":2592000,"globalCookie":false,"redirection":false,"cache":false,"revokeCookies":true,"revokeCookiesOpt":"manual"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/cookie-notice/js/front.min.js?ver=2.5.2" id="cookie-notice-front-js"></script> <script type="text/javascript" id="likebtn_frontend-js-extra"> /* <![CDATA[ */ var likebtn_eh_data = {"ajaxurl":"https:\/\/opendatascience.com\/wp-admin\/admin-ajax.php","security":"99dc261778"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/likebtn-like-button/public/js/frontend.js?ver=6.7.1" id="likebtn_frontend-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.4.1" id="jquery-migrate-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/user-submitted-posts/resources/jquery.cookie.js?ver=20191110" id="usp_cookie-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/user-submitted-posts/resources/jquery.parsley.min.js?ver=20191110" id="usp_parsley-js"></script> <script type="text/javascript" id="usp_core-js-before"> /* <![CDATA[ */ var usp_custom_field = "usp_custom_field"; var usp_custom_checkbox = "usp_custom_checkbox"; var usp_case_sensitivity = "false"; var usp_challenge_response = "2"; var usp_min_images = 0; var usp_max_images = 1; var usp_parsley_error = "Incorrect response."; var usp_multiple_cats = 0; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/user-submitted-posts/resources/jquery.usp.core.js?ver=20191110" id="usp_core-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/video-popup/js/YouTubePopUp.jquery.js?ver=1732662943" id="oba_youtubepopup_plugin-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/video-popup/js/YouTubePopUp.js?ver=1732662943" id="oba_youtubepopup_activate-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/wp-user-avatar/assets/flatpickr/flatpickr.min.js?ver=4.15.18" id="ppress-flatpickr-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/wp-user-avatar/assets/select2/select2.min.js?ver=4.15.18" id="ppress-select2-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/modernizr-2.6.2-respond-1.1.0.min.js?ver=6.7.1" id="plsh-modernizr-js"></script> <script type="text/javascript" src="https://s7.addthis.com/js/300/addthis_widget.js?ver=6.7.1#pubid=wp-f9e5db9af4cb6ad092321d4c474c377e" id="addthis_widget-js"></script> <!-- Google tag (gtag.js) snippet added by Site Kit --> <!-- Google Analytics snippet added by Site Kit --> <script type="text/javascript" src="https://www.googletagmanager.com/gtag/js?id=G-WQFN07TN9T" id="google_gtagjs-js" async></script> <script type="text/javascript" id="google_gtagjs-js-after"> /* <![CDATA[ */ window.dataLayer = window.dataLayer || [];function gtag(){dataLayer.push(arguments);} gtag("set","linker",{"domains":["opendatascience.com"]}); gtag("js", new Date()); gtag("set", "developer_id.dZTNiMT", true); gtag("config", "G-WQFN07TN9T"); /* ]]> */ </script> <!-- End Google tag (gtag.js) snippet added by Site Kit --> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/imagesloaded.min.js?ver=5.0.0" id="imagesloaded-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/masonry.min.js?ver=4.2.2" id="masonry-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/jquery.masonry.min.js?ver=3.1.2b" id="jquery-masonry-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/select2/select2.full.min.js?ver=6.7.1" id="select2-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-modal.min.js?ver=6.7.1" id="um_modal-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-jquery-form.min.js?ver=6.7.1" id="um_jquery_form-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-fileupload.min.js?ver=6.7.1" id="um_fileupload-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-raty.min.js?ver=6.7.1" id="um_raty-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-scrollto.min.js?ver=6.7.1" id="um_scrollto-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-scrollbar.min.js?ver=6.7.1" id="um_scrollbar-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-crop.min.js?ver=6.7.1" id="um_crop-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-tipsy.min.js?ver=6.7.1" id="um_tipsy-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-functions.min.js?ver=6.7.1" id="um_functions-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-gdpr.min.js?ver=2.0.17" id="um-gdpr-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-responsive.min.js?ver=6.7.1" id="um_responsive-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-conditional.min.js?ver=6.7.1" id="um_conditional-js"></script> <script type="text/javascript" id="um_scripts-js-extra"> /* <![CDATA[ */ var um_scripts = {"ajaxurl":"https:\/\/opendatascience.com\/wp-admin\/admin-ajax.php","fileupload":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Files\/ajax_file_upload\/618c571e52","imageupload":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Files\/ajax_image_upload\/1929858bdc","remove_file":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Files\/ajax_remove_file\/4ed555818b","delete_profile_photo":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Profile\/ajax_delete_profile_photo\/1ff8c5d9d4","delete_cover_photo":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Profile\/ajax_delete_cover_photo\/fd8b976593","resize_image":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Files\/ajax_resize_image\/b6dfedd9b9","muted_action":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Form\/ajax_muted_action\/8384970cb7","ajax_paginate":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Query\/ajax_paginate\/1784fb949e","ajax_select_options":"https:\/\/opendatascience.com\/um-api\/route\/um!core!Form\/ajax_select_options\/1b7358f92b"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-scripts.min.js?ver=6.7.1" id="um_scripts-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-members.min.js?ver=6.7.1" id="um_members-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-profile.min.js?ver=6.7.1" id="um_profile-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/ultimate-member/assets/js/um-account.min.js?ver=6.7.1" id="um_account-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/mobile-menu/includes/js/mobmenu.js?ver=2.8.6" id="mobmenujs-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/wp-quicklatex/js/wp-quicklatex-frontend.js?ver=1.0" id="wp-quicklatex-frontend-js"></script> <link rel="https://api.w.org/" href="https://opendatascience.com/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://opendatascience.com/wp-json/wp/v2/categories/21892" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://opendatascience.com/xmlrpc.php?rsd" /> <!-- start Simple Custom CSS and JS --> <style type="text/css"> /* Add your CSS code here. For example: .example { color: red; } For brushing up on your CSS knowledge, check out http://www.w3schools.com/css/css_syntax.asp End of comment */ /*.crp_thumb { width: 80%; }*/ .post-item .legend-default { display: block!important; } .header .logo-image { float: left; padding-top: 0px!important; margin-top: -54px!important; } .hiremenu{ background: #1979bf;} .header .logo-image { float: left; padding-top: 0px!important; /*margin-top: -52px!important;*/ } .crp_related_widget figure {display:inline;} .post-1 .post ul li { padding: 0; font-weight: normal; } .leadinModal.leadinModal-theme-default.leadinModal-v3 .leadinModal-content { border-top-width: 0; background-color: #EBEBEB; padding: 0; width: 46em!important; max-height: 100%!important; } .likebtn_container { margin-bottom: 30px;} .single-post pre { background: rgba(0, 0, 0, 0.05)!important; } /* .single-post pre span { color: #000000!important; }*/ .g-recaptcha-response{visibility: hidden;} #text-4 p{text-align:left;} #text-4 a:hover{color:#1fbdef!important} #text-4 .title-default{display:none;} #text-4 .widget-content{padding-top:0px!important} .crp_title{ float: right; width: 65%; font-size: 17px; line-height: 25px; font-weight: 900; } .crp_thumb { width: 30%; } .crp_related_widget li{ margin-bottom: 20px; } .hbspt-form { border: 1px solid #1fbdef!important; padding: 10px; } .hs-button {display: table!important; margin: 0 auto!important;} .hs-input[type=checkbox]{ border: none; box-shadow: none!important; width: 10%!important;} .botmen { background: none; z-index: 999; } .hs-richtext h5{ font-family: Open Sans, Arial, sans-serif; font-size: 20px; text-align: center; color: #1fbdef;} .hs-field-desc{text-align:center} @media only screen and (max-width: 1023px) { #searchformmobile{display:block!important;} .header .logo-image { float: left; padding-top: 0px!important; margin-top: 0px!important; margin-bottom: 15px; } } #searchformmobile{display:none;} .linkic{width: 100%; height: 100%; position: absolute;} .overl{ position: absolute; top: 35%; background: url(https://staging4.odsc.com/wp-content/uploads/2018/05/play-white.svg); width: 20%; background-repeat: no-repeat; left: 40%; height: 100%;} #searchform { padding: 10px 17px;} .botmen .nav li > a:hover{color: #196cb4!important;} .sea{ background-image: url(https://opendatascience.com/wp-content/uploads/2018/07/search.png); background-position: 7px 7px; background-repeat: no-repeat; } .menu .nav .search .form-control { position: absolute; background: white!important; background-color: white!important; border: 1px solid #fdfcfc!important; top: 7px; left: 50px!important; opacity: 1!important; width: 100px; /* transition: all 0.3s cubic-bezier(0.175, 0.885, 0.32, 1.275) 0.07s; */ } .image.limited-width img{width:100%} .header .logo-image { float: left; padding-top: 0px!important; margin-top: -10px; } .single_job_listing .company img{margin-top:-10px;} .type-job_listing .image.limited-width{display:none!important;} .type-job_listing .title p{display:none!important;} .author.url.fn, .legend-default .fa-user{display:none;} .post-item a[rel~="external"]{ display:none; } .tagy { color: #777474; /* background: #383b51; */ margin-right: 3px; /* margin-left: 3px; */ padding: 0px 3px 0px 3px; font-size: 11px; line-height: 11px; border-right: 1px solid #e2e1e1; } .tag-defaultic { background: #166fb7; color: #fff; padding-left: 2px; padding-right: 2px; } .forum-archive .sajd{display:none;} .forum-template-default .sajd{display:none;} .bbpress .sajd{display:none;} .topic-template-default .sajd{display:none;} .post-item.featured .intros{display:none} .post-item.featured .tagy,.post-item.featured .tag-default, .post-item.featured .legend-default { display:inline-block; } .bbpress button:hover, .bbp-form button:hover, .bbp_widget_login button:hover { color: #252525 !important; background: #23bdef; } .main-sidebar { /* width: 450px!important; float: right!important;*/ } .post-item.featured .author-default{display:inline-block!important} .author-default{display:inline-block!important} .post-item .tagy{ display:none; } .post-item-overlay .tagy{ display:inline-block!important; color: #f3eeee; } .wpp-post-title { font-size: 20px; line-height: 25px; font-weight: 900; } .post-item .tag-default{ display:none; } .wpp-views { margin-left: 5px; } .wpp-meta, .post-stats { display: block; font-size: 13px; font-weight: bold; padding-top: 5px; margin-left: 5px; } .wpp-list li { padding-bottom: 20px; } .post-item-overlay .tag-default{ display:inline-block!important; } .legend-default i { margin: 0 2px 0 0!important; } .popular-posts {list-style:none} .post-item .legend-default{ display:none; } .wpp-list { padding-left: 0px; } .post-item-overlay .legend-default{ display:inline-block!important; } .post-item-overlay .legend-default{ display:inline-block!important;color: #f3eeee; } .post-block-2 .post-item .title .legend-default{ display:inline-block!important; } .post-block-2 .post-item h2 { margin: 0 0 3px 0; font-size: 17px!important; line-height: 21px; font-weight: 900; } .post-item.featured .intro{ margin-bottom: 10px;} body:not(.ready) #customize-save-button-wrapper .save { visibility:visible!important; } .footer { width: 100%!important;} .navbar-default{ background: #383b51;} .respo{display:none!important;} .hbspt-form{ border: 1px solid #383b51; padding: 10px; } .hs-form-required{display:none;} .actions {margin-top:0px!important; margin-bottom:0px!important;padding-bottom:0px!important;padding-top:0px!important;} .hs-input { box-sizing: border-box; max-width: 500px; width: 95%!important; }</style> <!-- end Simple Custom CSS and JS --> <meta name="generator" content="Site Kit by Google 1.140.0" /> <!-- DO NOT COPY THIS SNIPPET! Start of Page Analytics Tracking for HubSpot WordPress plugin v11.1.73--> <script class="hsq-set-content-id" data-content-id="listing-page"> var _hsq = _hsq || []; _hsq.push(["setContentType", "listing-page"]); </script> <!-- DO NOT COPY THIS SNIPPET! End of Page Analytics Tracking for HubSpot WordPress plugin --> <script async src="https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js?client=ca-pub-7722455803400496" crossorigin="anonymous"></script> <!-- Global site tag (gtag.js) - Google Ads: 836081199 --> <script async src="https://www.googletagmanager.com/gtag/js?id=AW-836081199"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'AW-836081199'); </script> <script type="text/javascript">//<![CDATA[ function external_links_in_new_windows_loop() { if (!document.links) { document.links = document.getElementsByTagName('a'); } var change_link = false; var force = ''; var ignore = ''; for (var t=0; t<document.links.length; t++) { var all_links = document.links[t]; change_link = false; if(document.links[t].hasAttribute('onClick') == false) { // forced if the address starts with http (or also https), but does not link to the current domain if(all_links.href.search(/^http/) != -1 && all_links.href.search('opendatascience.com') == -1 && all_links.href.search(/^#/) == -1) { // console.log('Changed ' + all_links.href); change_link = true; } if(force != '' && all_links.href.search(force) != -1) { // forced // console.log('force ' + all_links.href); change_link = true; } if(ignore != '' && all_links.href.search(ignore) != -1) { // console.log('ignore ' + all_links.href); // ignored change_link = false; } if(change_link == true) { // console.log('Changed ' + all_links.href); document.links[t].setAttribute('onClick', 'javascript:window.open(\'' + all_links.href.replace(/'/g, '') + '\', \'_blank\', \'noopener\'); return false;'); document.links[t].removeAttribute('target'); } } } } // Load function external_links_in_new_windows_load(func) { var oldonload = window.onload; if (typeof window.onload != 'function'){ window.onload = func; } else { window.onload = function(){ oldonload(); func(); } } } external_links_in_new_windows_load(external_links_in_new_windows_loop); //]]></script> <script type='text/javascript'> var video_popup_unprm_general_settings = { 'unprm_r_border': '' }; </script> <style type="text/css"> .request_name { display: none !important; } </style> <style id="wpp-loading-animation-styles">@-webkit-keyframes bgslide{from{background-position-x:0}to{background-position-x:-200%}}@keyframes bgslide{from{background-position-x:0}to{background-position-x:-200%}}.wpp-widget-block-placeholder,.wpp-shortcode-placeholder{margin:0 auto;width:60px;height:3px;background:#dd3737;background:linear-gradient(90deg,#dd3737 0%,#571313 10%,#dd3737 100%);background-size:200% auto;border-radius:3px;-webkit-animation:bgslide 1s infinite linear;animation:bgslide 1s infinite linear}</style> <style type="text/css">body { background-image: none; } body { background-size: auto; }body { background-color:#ffffff; } body { background-repeat:repeat; } body { background-attachment:scroll; } body:after { background-color:#ffffff; } body:after { border-left:1px solid #ffffff; } body:after { border-right:1px solid #ffffff; } body:after { opacity:1; } body, .form-control { font-family:Open Sans, Arial, sans-serif; } .header .logo-text { font-family:Lato, Arial, sans-serif; } .menu .nav > .menu-item > a, .default-dropdown { font-family:Open Sans, Arial, sans-serif; } .title-default { font-family:Lato, Arial, sans-serif; } body { color:#606060; } a { color:#252525; } .tag-1, .form-control { border:1px solid #e1e3ed; } .tag-1 s, .form-control { border-left:1px solid #e1e3ed; } .panel-default, .slider-tabs .items .item, .widget-tabs .items, .blog-block-1 .post-item, .blog-block-2 .post-item { border-bottom:1px solid #e1e3ed; } .post-1 .overview, .post-1-navbar li a, .post table td, .post table tbody th, .photo-galleries .items, .post table thead th, .widget-content { border-bottom:1px solid #e1e3ed; } .widget-tabs .post-item, .archives .table td, .post-block-1 .post-item, .post-block-2 .post-item, .post-1 .overview .items .row, .comments ul > li, .goliath_archive .items ul li { border-top:1px solid #e1e3ed; } .post-1-navbar { border-top:3px solid #e1e3ed; } @media only screen and (min-width: 768px) and (max-width: 1320px) {.post-1-navbar li a { border-right:1px solid #e1e3ed; } }.read-progress, .search-results .gallery-widget:after, .post-1 .overview .items .rating .content span { background:#e1e3ed; } .title-default { box-shadow:#e1e3ed 0 -3px 0 inset; } .post-block-1 .slider .thumbs { box-shadow:0 -3px 0 #e1e3ed inset; } .post-1-navbar { box-shadow:0 -1px 0 #e1e3ed inset; } .copyright { box-shadow:#e1e3ed 0 -3px 0 inset; } .gallery-item-open .thumbs { box-shadow:0 -3px 0 #e1e3ed inset; } .form-control:focus { border:1px solid #d9d9d9; } .pagination a, .pagination span, .back-to-top, .back-to-top:hover { border-bottom:1px solid #d9d9d9!important; } .slider-tabs .items .item, .widget-tabs .items, .post-1 .overview .items, .widget-content { background:#fff; } .carousel-control.left, .carousel-control.right { background:#fff; } .button-1.white, .form-control, .post code, .post pre, .pagination a { background:#fff; } .form-control { color:#252525; } .title-default > a:hover, .title-default > a.active, .title-default .view-all:hover:after, .trending .controls a:hover, .trending .controls a.active, .title-default > span.active { color:#1fbdef; } .title-default > a.active { box-shadow:#1fbdef 0 -3px 0 inset; } .title-default > span.active { box-shadow:#1fbdef 0 -3px 0 inset; } .back-to-top, .btn-default, .show-more-link:hover:after, .carousel-control { color:#1fbdef; } .tag-default, .stars { background:#1fbdef; } .post-image-sharrre { background:#1fbdef; } .trending .hotness { color:#1fbdef; } .woocommerce .products .star-rating, .woocommerce-page .products .star-rating, .woocommerce .star-rating, .woocommerce-page .star-rating, .woocommerce .widget_price_filter .ui-slider .ui-slider-range, .woocommerce-page .widget_price_filter .ui-slider .ui-slider-range, .woocommerce .widget_layered_nav_filters ul li a, .woocommerce-page .widget_layered_nav_filters ul li a { background-color:#1fbdef; } .woocommerce ul.products li.product a:hover img, .woocommerce-page ul.products li.product a:hover img, .woocommerce .widget_layered_nav_filters ul li a, .woocommerce-page .widget_layered_nav_filters ul li a { border:1px solid #1fbdef; } footer .title-default > span.active { color:#1fbdef; } footer .title-default > span.active { box-shadow:#1fbdef 0 -3px 0 inset; } a:hover, .trending .social a:hover, .legend-default a:hover, .tag-default:hover, .more-link:hover:after, .reply-link:hover:after, .title-default .go-back:hover:after { color:#1fbdef; } .post-1 .post .gallery-widget a:hover, .panel-default .panel-title a, .hotness { color:#1fbdef; } .header .logo-text h2, .menu .nav li > a:hover, .menu .nav li > a:hover:after, .menu .nav .new-stories.new a, .navbar .dropdown.open > a, .navbar .dropdown.open > a:hover { color:#1fbdef; } .navbar .dropdown.open .dropdown-toggle:after, .menu .dropdown-menu .items .item a:hover, .menu .dropdown-menu .sorting a:hover, .menu .dropdown-menu .post-block-1 .post-item h2 a:hover { color:#1fbdef; } .mosaic a:hover, .slider-tabs .post-item-overlay h2 a:hover, .widget-tabs .post-item-overlay .title h2 a:hover, .post-block-1 .post-item-overlay h2 a:hover { color:#1fbdef; } .post-block-2 .post-item-featured-overlay h2 a:hover, .post-block-2 .post-item-overlay .title h2 a:hover, .post-block-3 .post-item-overlay .title h2 a:hover, .blog-block-1 .post-item-overlay h2 a:hover, .blog-block-2 .post-item-overlay h2 a:hover { color:#1fbdef; } .post-1 .post p a, .post-1 .post .gallery-widget a:hover, .post-1-navbar li a:hover:after, .post-1-navbar li.active a, .post-1-navbar li.active a:hover:after { color:#1fbdef; } .post code, .post pre, .about-author .about .social a:hover, .sticky:after, .latest-galleries .gallery-item a:hover, .gallery-item-open .control a:hover, .footer a:hover, .copyright a:hover { color:#1fbdef; } .more-link, .reply-link, .show-more-link, .carousel-control:hover, .carousel-control:active, .pagination .active a, .pagination span, .comment-reply-link { color:#1fbdef!important; } .button-1 { color:#1fbdef; } .wpb_tabs .wpb_tabs_nav > li.ui-tabs-active > a, .wpb_accordion .wpb_accordion_wrapper .ui-accordion-header-active a, .wpb_toggle.wpb_toggle_title_active, .wpb_tour .wpb_tabs_nav li.ui-tabs-active a { color:#1fbdef; } .menu .nav .dropdown-menu li.active > a:hover, .header .logo-text h2 a, .pagination span, #reply-title a, .comment-reply-link:hover:after, .latest-galleries .carousel-control i, .wpcf7 input[type=submit] { color:#1fbdef; } .back-to-top:hover, .tag-1.active, .tag-1.active:hover span, .carousel-control:hover, .read-progress span, .navbar-wrapper-responsive .bars.open > a, .post-1 .overview .items .rating .content span s { background:#1fbdef!important; } .menu .nav > .active > a, .menu .nav > .active > a:hover, .menu .nav > .active:hover > a, .btn-default:hover, .menu .dropdown-menu .btn-default:hover, .button-1:hover, .button-1.color:hover, .button-1.white:hover { background:#1fbdef; } .post q, blockquote, .post dl { border-left:3px solid #1fbdef; } .post-block-1 .slider .thumbs .active, .post-block-1 .slider .thumbs a:hover, .gallery-item-open .thumbs .active, .gallery-item-open .thumbs a:hover { box-shadow:0 -3px 0 #1fbdef inset; } .menu .container { box-shadow:#1fbdef 0 3px 0; } .dropdown-menu { box-shadow:rgba(0, 0, 0, 0.2) 0 3px 0 0, #000 0 -1px 0 inset, #1fbdef 0 3px 0 inset; } .wpb_tabs .wpb_tabs_nav > li.ui-tabs-active > a { box-shadow:#1fbdef 0 -3px 0 inset; } .tag-1.active { border:1px solid #1fbdef !important; } .navbar-wrapper-responsive .menu .nav .search:after { color:#1fbdef !important; } .affix .navbar { box-shadow:#1fbdef 0 -3px 0 inset; } .woocommerce #content input.button, .woocommerce #respond input#submit, .woocommerce a.button, .woocommerce button.button, .woocommerce input.button, .woocommerce-page #content input.button, .woocommerce-page #respond input#submit, .woocommerce-page a.button, .woocommerce-page button.button, .woocommerce-page input.button { color:#1fbdef; } .woocommerce #content input.button:hover, .woocommerce #respond input#submit:hover, .woocommerce a.button:hover, .woocommerce button.button:hover, .woocommerce input.button:hover, .woocommerce-page #content input.button:hover, .woocommerce-page #respond input#submit:hover, .woocommerce-page a.button:hover, .woocommerce-page button.button:hover, .woocommerce-page input.button:hover { background-color:#1fbdef; } .woocommerce #content input.button.alt:hover, .woocommerce #respond input#submit.alt:hover, .woocommerce a.button.alt:hover, .woocommerce button.button.alt:hover, .woocommerce input.button.alt:hover, .woocommerce-page #content input.button.alt:hover, .woocommerce-page #respond input#submit.alt:hover, .woocommerce-page a.button.alt:hover, .woocommerce-page button.button.alt:hover, .woocommerce-page input.button.alt:hover { background-color:#1fbdef!important; } .woocommerce #content div.product .woocommerce-tabs ul.tabs li.active, .woocommerce div.product .woocommerce-tabs ul.tabs li.active, .woocommerce-page #content div.product .woocommerce-tabs ul.tabs li.active, .woocommerce-page div.product .woocommerce-tabs ul.tabs li.active { box-shadow:#1fbdef 0 -3px 0 inset; } .woocommerce #content div.product .woocommerce-tabs ul.tabs li.active, .woocommerce div.product .woocommerce-tabs ul.tabs li.active, .woocommerce-page #content div.product .woocommerce-tabs ul.tabs li.active, .woocommerce-page div.product .woocommerce-tabs ul.tabs li.active, .woocommerce-page .cart-collaterals .shipping_calculator h2 a, .woocommerce .addresses .edit, .widget_shopping_cart .total .amount { color:#1fbdef; } .back-to-top, .btn-default { background:#e7e7e7; } .pagination a, .pagination span { background:#e7e7e7!important; } .menu .container, .affix .navbar, .menu .dropdown-menu .btn-default { background:#383b51; } .menu .nav li > a, .menu .dropdown-menu .btn-default { color:#fff; } .constellation .dropdown-menu { background:#333; } .navbar-wrapper-responsive .dropdown-menu.full-width { background:#333; } .footer { background:#383b51; } .blog-block-2 .post-item-overlay, .post-block-1 .post-item-overlay, .post-block-2 .post-item-overlay, .slider-tabs .post-item-overlay, .widget-tabs .post-item-overlay, .blog-block-1 .post-item-overlay, .post-block-3 .post-item-overlay { background:#383b51; } .blog-block-2 .post-item-overlay, .post-block-1 .post-item-overlay, .post-block-2 .post-item-overlay, .slider-tabs .post-item-overlay, .widget-tabs .post-item-overlay, .blog-block-1 .post-item-overlay, .post-block-3 .post-item-overlay { color:#ffffff; } .blog-block-2 .post-item-overlay h2 a, .post-block-1 .post-item-overlay h2 a, .post-block-2 .post-item-overlay .title h2 a, .slider-tabs .post-item-overlay h2 a, .widget-tabs .post-item-overlay .title h2 a, .blog-block-1 .post-item-overlay h2 a, .post-block-3 .post-item-overlay .title h2 a, .info-box.success p, .info-box.warning p { color:#ffffff; } </style> <!--Customizer CSS--> <style type="text/css"> </style> <!--/Customizer CSS --> <!-- User css --> <style type="text/css"> </style> <!--/User CSS --> <!-- User JS --> <script type="text/javascript"> </script> <!--/User JS --> <!-- Javascript settings --> <script type="text/javascript"> var plsh_settings = new Object(); </script> <!-- Javascript settings --> <meta name="generator" content="Planetshine - Goliath - 1.0.35"> <!-- Meta Pixel Code --> <script type='text/javascript'> !function(f,b,e,v,n,t,s){if(f.fbq)return;n=f.fbq=function(){n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)};if(!f._fbq)f._fbq=n; n.push=n;n.loaded=!0;n.version='2.0';n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0];s.parentNode.insertBefore(t,s)}(window, document,'script','https://connect.facebook.net/en_US/fbevents.js?v=next'); </script> <!-- End Meta Pixel Code --> <script type='text/javascript'> var url = window.location.origin + '?ob=open-bridge'; fbq('set', 'openbridge', '926010930818184', url); </script> <script type='text/javascript'>fbq('init', '926010930818184', {}, { "agent": "wordpress-6.7.1-4.0.1" })</script><script type='text/javascript'> fbq('track', 'PageView', []); </script> <!-- Meta Pixel Code --> <noscript> <img height="1" width="1" style="display:none" alt="fbpx" src="https://www.facebook.com/tr?id=926010930818184&ev=PageView&noscript=1" /> </noscript> <!-- End Meta Pixel Code --> <meta name="generator" content="Powered by WPBakery Page Builder - drag and drop page builder for WordPress."/> <style type="text/css" id="custom-background-css"> body.custom-background { background-color: #ffffff; } </style> <link rel="preload" as="style" href="https://opendatascience.com/wp-content/plugins/code-prettify/prettify/prettify.css" /><script data-cfasync="false" type="text/javascript">if (window.addthis_product === undefined) { window.addthis_product = "wpp"; } if (window.wp_product_version === undefined) { window.wp_product_version = "wpp-6.2.7"; } if (window.addthis_share === undefined) { window.addthis_share = {}; } if (window.addthis_config === undefined) { window.addthis_config = {"data_track_clickback":true,"ignore_server_config":true,"ui_atversion":300}; } if (window.addthis_layers === undefined) { window.addthis_layers = {}; } if (window.addthis_layers_tools === undefined) { window.addthis_layers_tools = [{"responsiveshare":{"numPreferredServices":10,"counts":"none","size":"32px","style":"responsive","shareCountThreshold":0,"services":"facebook,twitter,email,pinterest_share,linkedin,addthis","elements":".addthis_inline_share_toolbox_ht5n,.at-above-post,.at-below-post","id":"responsiveshare"}}]; } else { window.addthis_layers_tools.push({"responsiveshare":{"numPreferredServices":10,"counts":"none","size":"32px","style":"responsive","shareCountThreshold":0,"services":"facebook,twitter,email,pinterest_share,linkedin,addthis","elements":".addthis_inline_share_toolbox_ht5n,.at-above-post,.at-below-post","id":"responsiveshare"}}); } if (window.addthis_plugin_info === undefined) { window.addthis_plugin_info = {"info_status":"enabled","cms_name":"WordPress","plugin_name":"Share Buttons by AddThis","plugin_version":"6.2.7","plugin_mode":"WordPress","anonymous_profile_id":"wp-f9e5db9af4cb6ad092321d4c474c377e","page_info":{"template":"categories","post_type":""},"sharing_enabled_on_post_via_metabox":false}; } (function() { var first_load_interval_id = setInterval(function () { if (typeof window.addthis !== 'undefined') { window.clearInterval(first_load_interval_id); if (typeof window.addthis_layers !== 'undefined' && Object.getOwnPropertyNames(window.addthis_layers).length > 0) { window.addthis.layers(window.addthis_layers); } if (Array.isArray(window.addthis_layers_tools)) { for (i = 0; i < window.addthis_layers_tools.length; i++) { window.addthis.layers(window.addthis_layers_tools[i]); } } } },1000) }()); </script> <style type="text/css" id="wp-custom-css"> #customize-save-button-wrapper .save { float: left; display: block!important; visibility: visible!important; border-radius: 3px; box-shadow: none; margin-top: 0; } </style> <noscript><style> .wpb_animate_when_almost_visible { opacity: 1; }</style></noscript><style id="wpforms-css-vars-root"> :root { --wpforms-field-border-radius: 3px; --wpforms-field-border-style: solid; --wpforms-field-border-size: 1px; --wpforms-field-background-color: #ffffff; --wpforms-field-border-color: rgba( 0, 0, 0, 0.25 ); --wpforms-field-border-color-spare: rgba( 0, 0, 0, 0.25 ); --wpforms-field-text-color: rgba( 0, 0, 0, 0.7 ); --wpforms-field-menu-color: #ffffff; --wpforms-label-color: rgba( 0, 0, 0, 0.85 ); --wpforms-label-sublabel-color: rgba( 0, 0, 0, 0.55 ); --wpforms-label-error-color: #d63637; --wpforms-button-border-radius: 3px; --wpforms-button-border-style: none; --wpforms-button-border-size: 1px; --wpforms-button-background-color: #066aab; --wpforms-button-border-color: #066aab; --wpforms-button-text-color: #ffffff; --wpforms-page-break-color: #066aab; --wpforms-background-image: none; --wpforms-background-position: center center; --wpforms-background-repeat: no-repeat; --wpforms-background-size: cover; --wpforms-background-width: 100px; --wpforms-background-height: 100px; --wpforms-background-color: rgba( 0, 0, 0, 0 ); --wpforms-background-url: none; --wpforms-container-padding: 0px; --wpforms-container-border-style: none; --wpforms-container-border-width: 1px; --wpforms-container-border-color: #000000; --wpforms-container-border-radius: 3px; --wpforms-field-size-input-height: 43px; --wpforms-field-size-input-spacing: 15px; --wpforms-field-size-font-size: 16px; --wpforms-field-size-line-height: 19px; --wpforms-field-size-padding-h: 14px; --wpforms-field-size-checkbox-size: 16px; --wpforms-field-size-sublabel-spacing: 5px; --wpforms-field-size-icon-size: 1; --wpforms-label-size-font-size: 16px; --wpforms-label-size-line-height: 19px; --wpforms-label-size-sublabel-font-size: 14px; --wpforms-label-size-sublabel-line-height: 17px; --wpforms-button-size-font-size: 17px; --wpforms-button-size-height: 41px; --wpforms-button-size-padding-h: 15px; --wpforms-button-size-margin-top: 10px; --wpforms-container-shadow-size-box-shadow: none; } </style> </head> <body data-rsssl=1 class="archive category category-data-analytics category-21892 custom-background preload cookies-not-set mob-menu-slideout-over wpb-js-composer js-comp-ver-6.9.0 vc_responsive"> <!-- Google Tag Manager (noscript) --> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-M62L34N" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <!-- End Google Tag Manager (noscript) --> <div class="navbar-wrapper navbar-wrapper-responsive respo"> <div class="navbar navbar-default menu" > <div class="container"> <ul class="nav"> <li class="active"> </li> <li class="dropdown bars"> <a href="#" class="dropdown-toggle" data-toggle="dropdown"><i class="fa fa-bars"></i></a> </li> <li class="dropdown search"> <form method="get" action="https://opendatascience.com/"> <input type="text" name="s" class="form-control" placeholder="search here" /> </form> <a href="#" class="dropdown-toggle" data-toggle="dropdown"><i class="fa fa-search"></i></a> </li> </ul> </div> </div> </div> <!-- Menu --> <div class="navbar-wrapper"> <div class="navbar navbar-default menu"> <center> <div class=""> <div class="default-menu"><ul id="topmenu" class="nav"><li id="menu-item-15433" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-15433 dropdown"><a title="ODSC Conferences" target="_blank" href="http://odsc.com" class="dropdown-toggle" aria-haspopup="true">ODSC Conferences <span class="caret"></span></a> <div class="dropdown-menu default-dropdown"><ul role="menu" > <li id="menu-item-14780" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14780"><a title="ODSC EAST" target="_blank" href="https://odsc.com/boston">ODSC EAST</a></li> <li id="menu-item-14782" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14782"><a title="ODSC WEST" target="_blank" href="https://odsc.com/california">ODSC WEST</a></li> <li id="menu-item-14781" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14781"><a title="ODSC EUROPE" target="_blank" href="https://odsc.com/europe/">ODSC EUROPE</a></li> <li id="menu-item-18616" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-18616"><a title="ODSC APAC" target="_blank" href="https://odsc.com/apac/">ODSC APAC</a></li> </ul></div> </li> <li id="menu-item-25736" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25736"><a title="MEETUPS" target="_blank" href="https://www.meetup.com/open-data-odsc/">MEETUPS</a></li> <li id="menu-item-15398" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-15398"><a title="AI+ Training" target="_blank" href="https://aiplus.odsc.com/">AI+ Training</a></li> <li id="menu-item-14785" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-14785"><a title="Newsletter" target="_blank" href="https://opendatascience.com/newsletter/">Newsletter</a></li> <li id="menu-item-47915" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-47915"><a title="Jobs" href="https://jobs.opendatascience.com/">Jobs</a></li> <li id="menu-item-25737" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25737"><a title="Speak at ODSC" target="_blank" href="https://odsc.com/california/call-for-speakers-west/">Speak at ODSC</a></li> <li class="search"><form role="search" method="get" id="searchform" action="https://opendatascience.com/"><input style="width:70px;" type="text" value="Search" name="s" id="s" /><input type="submit" id="searchsubmit" value="Search" /></form></li></ul></div> <ul class="nav secondary-menu"> <li class="menu-item menu-item-type-custom menu-item-object-custom dropdown search"> <form method="get" action="https://opendatascience.com/" class="search"> <input type="text" name="s" class="form-control" placeholder="search here" /> <label class="apbct_special_field" id="apbct_label_id88503" for="apbct__email_id__search_form_88503">88503</label><input id="apbct__email_id__search_form_88503" class="apbct_special_field apbct__email_id__search_form" autocomplete="off" name="apbct__email_id__search_form_88503" type="text" value="88503" size="30" apbct_event_id="88503" maxlength="200" /><input id="apbct_submit_id__search_form_88503" class="apbct_special_field apbct__email_id__search_form" name="apbct_submit_id__search_form_88503" type="submit" size="30" maxlength="200" value="88503" /></form> <a href="#" data-toggle="dropdown" data-hover="dropdown" class="dropdown-toggle disabled" aria-haspopup="true"><i class="fa fa-search"></i></a> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-spacer"></li> </ul> </div> </center> </div> </div><div id="particles"></div> <!-- Header --> <header class="container header"> <div class="logo-image"> <a href="https://opendatascience.com/"><img src="https://opendatascience.com/wp-content/uploads/goliath/highresodsclogo.png" alt=""></a> </div> <form role="search" method="get" id="searchformmobile" action="/"><input style="width:70px;" type="text" value="" name="s" id="s" placeholder="keywords" /><input type="submit" id="searchsubmit" value="Search" /></form> <div class="banner-728x90 "><a href="https://odsc.com/boston/call-for-speakers/" target="_blank"><img src="https://opendatascience.com/wp-content/uploads/goliath/EAST2024_Call%20for%20speakers__728x90%2030%25.png" alt="east cfs"></a></div> <!--<div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-4"><div class="vc_column-inner "><div class="wpb_wrapper"> <div class="logo-image"> <a href="https://opendatascience.com/"><img src="https://opendatascience.com/wp-content/uploads/goliath/highresodsclogo.png" alt=""></a> </div> </div></div></div><div class="wpb_column vc_column_container vc_col-sm-8"><div class="vc_column-inner "><div class="wpb_wrapper"><img src="https://newsite.opendatascience.com/wp-content/uploads/2017/11/thb_728_tech-1.png" style="width: 100%;"></div></div></div></div> --> </header> <!-- Menu responsive --> <!--<div class="navbar-wrapper navbar-wrapper-responsive"> <div class="navbar navbar-default menu"> <div class="container"> <ul class="nav"> <li class="active"> </li> <li class="dropdown bars"> <a href="#" class="dropdown-toggle" data-toggle="dropdown"><i class="fa fa-bars"></i></a> <div class="dropdown-menu full-width mobile-menu"><ul id="mobile-menu" class=""><li id="menu-item-8020" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-8020"><a href="https://opendatascience.com/category/modeling/">Modeling</a> <ul class="sub-menu"> <li id="menu-item-46773" class="menu-item menu-item-type-taxonomy menu-item-object-category current-menu-item menu-item-46773"><a href="https://opendatascience.com/category/modeling/data-analytics/" aria-current="page">Data Analytics</a></li> <li id="menu-item-45703" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-45703"><a href="https://opendatascience.com/category/modeling/data-engineering/">Data Engineering</a></li> <li id="menu-item-37919" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-37919"><a href="https://opendatascience.com/category/modeling/data-visualization/">Data Visualization</a></li> <li id="menu-item-17010" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-17010"><a href="https://opendatascience.com/category/modeling/deep-learning/">Deep Learning</a></li> <li id="menu-item-41544" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-41544"><a href="https://opendatascience.com/category/modeling/generative-ai/">Generative AI</a></li> <li id="menu-item-25739" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25739"><a href="https://opendatascience.com/category/modeling/machine-learning/">Machine Learning</a></li> <li id="menu-item-17011" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-17011"><a href="https://opendatascience.com/category/modeling/nlp-text-analytics/">NLP and LLMs</a></li> <li id="menu-item-45702" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-45702"><a href="https://opendatascience.com/category/tools-languages/python/">Python</a></li> </ul> </li> <li id="menu-item-15400" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-15400"><a href="https://opendatascience.com/category/accelerate-ai">Business &#038; Use Cases</a></li> <li id="menu-item-25741" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25741"><a href="https://opendatascience.com/category/careers/">Career Advice</a></li> <li id="menu-item-25748" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25748"><a href="https://opendatascience.com/join-the-open-data-science-contributor-community/">Write for us</a></li> <li id="menu-item-25743" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-25743"><a href="#">Community</a> <ul class="sub-menu"> <li id="menu-item-32624" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-32624"><a href="https://hubs.li/Q02zdcSk0">ODSC Community Slack Channel</a></li> <li id="menu-item-35201" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-35201"><a href="https://aiplus.odsc.com/bundles/odsc-webinars">Meetups</a></li> <li id="menu-item-45704" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45704"><a href="https://odsc.substack.com/">Substack</a></li> <li id="menu-item-45705" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45705"><a href="https://medium.com/@odsc">Medium</a></li> </ul> </li> <li id="menu-item-17803" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-17803"><a href="https://aiplus.training/events/">Upcoming Webinars</a></li> <li id="menu-item-45706" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-45706"><a href="https://opendatascience.com/tag/podcast/">Ai X Podcast</a> <ul class="sub-menu"> <li id="menu-item-45707" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45707"><a href="https://podcasts.apple.com/ua/podcast/odscs-ai-x-podcast/id1721516836">Apple</a></li> <li id="menu-item-45708" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45708"><a href="https://open.spotify.com/show/0TJKGcQsIO0xr0kiLKhOER?si=6f0d4cc2bfbf4728&#038;nd=1&#038;dlsi=3893757b957e4a52">Spotify</a></li> <li id="menu-item-45709" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45709"><a href="https://soundcloud.com/aixpodcast">SoundCloud</a></li> </ul> </li> <li id="menu-item-25742" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25742"><a href="https://aiplus.odsc.com/collections">Training</a></li> </ul></div> </li> </ul> </div> </div> </div>--> <!-- Menu --> <div class="navbar-wrapper"> <div class="navbar navbar-default menu botmen cic" style=" background: #00A4D4;"> <center> <div class=""> <div class="default-menu"><ul id="menu-primarys" class="nav"><li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-8020 dropdown"><a title="Modeling" href="https://opendatascience.com/category/modeling/" class="dropdown-toggle" aria-haspopup="true">Modeling <span class="caret"></span></a> <div class="dropdown-menu default-dropdown"><ul role="menu" > <li class="menu-item menu-item-type-taxonomy menu-item-object-category current-menu-item menu-item-46773 active"><a title="Data Analytics" href="https://opendatascience.com/category/modeling/data-analytics/">Data Analytics</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-45703"><a title="Data Engineering" href="https://opendatascience.com/category/modeling/data-engineering/">Data Engineering</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-37919"><a title="Data Visualization" href="https://opendatascience.com/category/modeling/data-visualization/">Data Visualization</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-17010"><a title="Deep Learning" href="https://opendatascience.com/category/modeling/deep-learning/">Deep Learning</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-41544"><a title="Generative AI" href="https://opendatascience.com/category/modeling/generative-ai/">Generative AI</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25739"><a title="Machine Learning" href="https://opendatascience.com/category/modeling/machine-learning/">Machine Learning</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-17011"><a title="NLP and LLMs" href="https://opendatascience.com/category/modeling/nlp-text-analytics/">NLP and LLMs</a></li> <li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-45702"><a title="Python" href="https://opendatascience.com/category/tools-languages/python/">Python</a></li> </ul></div> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-15400"><a title="Business &amp; Use Cases" href="https://opendatascience.com/category/accelerate-ai">Business &#038; Use Cases</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25741"><a title="Career Advice" href="https://opendatascience.com/category/careers/">Career Advice</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25748"><a title="Write for us" href="https://opendatascience.com/join-the-open-data-science-contributor-community/">Write for us</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-25743 dropdown"><a title="Community" href="#" class="dropdown-toggle" aria-haspopup="true">Community <span class="caret"></span></a> <div class="dropdown-menu default-dropdown"><ul role="menu" > <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-32624"><a title="ODSC Community Slack Channel" href="https://hubs.li/Q02zdcSk0">ODSC Community Slack Channel</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-35201"><a title="Meetups" href="https://aiplus.odsc.com/bundles/odsc-webinars">Meetups</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45704"><a title="Substack" href="https://odsc.substack.com/">Substack</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45705"><a title="Medium" href="https://medium.com/@odsc">Medium</a></li> </ul></div> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-17803"><a title="Upcoming Webinars" href="https://aiplus.training/events/">Upcoming Webinars</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-45706 dropdown"><a title="Ai X Podcast" href="https://opendatascience.com/tag/podcast/" class="dropdown-toggle" aria-haspopup="true">Ai X Podcast <span class="caret"></span></a> <div class="dropdown-menu default-dropdown"><ul role="menu" > <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45707"><a title="Apple" href="https://podcasts.apple.com/ua/podcast/odscs-ai-x-podcast/id1721516836">Apple</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45708"><a title="Spotify" href="https://open.spotify.com/show/0TJKGcQsIO0xr0kiLKhOER?si=6f0d4cc2bfbf4728&#038;nd=1&#038;dlsi=3893757b957e4a52">Spotify</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45709"><a title="SoundCloud" href="https://soundcloud.com/aixpodcast">SoundCloud</a></li> </ul></div> </li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25742"><a title="Training" href="https://aiplus.odsc.com/collections">Training</a></li> </ul></div> </div> </center> </div> </div> <!-- Homepage content --> <div class="container homepage-content"> <div class="col-md-8 main-content-column-1 left"> <!-- Blog list 1 --> <div class="blog-block-1"> <div class="title-default"> <a href="" class="active">Data Analytics</a> </div> <div class="items"> <div class="post-item post-47561 post type-post status-publish format-standard has-post-thumbnail hentry category-data-analytics category-generative-ai category-modeling"> <div class="image"> <a href="https://opendatascience.com/5-use-cases-for-generative-ai-in-data-analytics/"><img src="https://opendatascience.com/wp-content/uploads/2024/01/shutterstock_2284999159-180x180.jpg" alt="5 Use Cases for Generative AI in Data Analytics"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/5-use-cases-for-generative-ai-in-data-analytics/">5 Use Cases for Generative AI in Data Analytics</a> </h2> <p> <a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/modeling/generative-ai/" title="Generative AI" class="tag-default">Generative AI</a><a href="https://opendatascience.com/category/modeling/" title="Modeling" class="tag-default">Modeling</a>posted by <a href="https://opendatascience.com/user/odsc-community/" title="Modeling" class="tag-defaultic">ODSC Community</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >June 6, 2024</span> </span> </p> </div> <div class="intro"> Generative AI, a subset of artificial intelligence, refers to algorithms and models that can generate new data, images, text, or even entire datasets from existing ones. Unlike traditional AI models that rely solely on analyzing and interpreting data, generative AI creates new content, offering innovative solutions... <a href="https://opendatascience.com/5-use-cases-for-generative-ai-in-data-analytics/" class="more-link">Read more</a> </div> </div> <div class="post-item post-47558 post type-post status-publish format-standard has-post-thumbnail hentry category-data-analytics category-modeling"> <div class="image"> <a href="https://opendatascience.com/how-to-optimize-supply-chain-efficiency-with-big-data-analytics/"><img src="https://opendatascience.com/wp-content/uploads/2024/06/shutterstock_2372585739-180x180.jpg" alt="How to Optimize Supply Chain Efficiency with Big Data Analytics"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/how-to-optimize-supply-chain-efficiency-with-big-data-analytics/">How to Optimize Supply Chain Efficiency with Big Data Analytics</a> </h2> <p> <a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/modeling/" title="Modeling" class="tag-default">Modeling</a>posted by <a href="https://opendatascience.com/user/april-miller/" title="Modeling" class="tag-defaultic">April Miller</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >June 6, 2024</span> </span> </p> </div> <div class="intro"> Modern supply chains are full of major inefficiencies. While business leaders are typically aware of their pain points, they’re often unable to act meaningfully because they lack an accurate overview of their situation. Can big data analytics optimize their operations? &nbsp; Common Supply Chain Inefficiencies  Supply... <a href="https://opendatascience.com/how-to-optimize-supply-chain-efficiency-with-big-data-analytics/" class="more-link">Read more</a> </div> </div> <div class="post-item post-47195 post type-post status-publish format-standard has-post-thumbnail hentry category-data-analytics category-modeling"> <div class="image"> <a href="https://opendatascience.com/how-predictive-analytics-aids-decision-making-in-healthcare/"><img src="https://opendatascience.com/wp-content/uploads/2024/04/Untitled-design-1-3-180x180.png" alt="How Predictive Analytics Aids Decision-Making in Healthcare"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/how-predictive-analytics-aids-decision-making-in-healthcare/">How Predictive Analytics Aids Decision-Making in Healthcare</a> </h2> <p> <a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/modeling/" title="Modeling" class="tag-default">Modeling</a>posted by <a href="https://opendatascience.com/user/zacharyamos/" title="Modeling" class="tag-defaultic">Zac Amos</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >May 10, 2024</span> </span> </p> </div> <div class="intro"> Predictive analytics is one of the most powerful applications of AI today. While virtually every industry can benefit from these predictions, the healthcare sector stands to gain more than most. Optimization in most businesses means saving time and money. In medical processes, it can translate into... <a href="https://opendatascience.com/how-predictive-analytics-aids-decision-making-in-healthcare/" class="more-link">Read more</a> </div> </div> <div class="post-item post-46697 post type-post status-publish format-standard has-post-thumbnail hentry category-data-analytics category-modeling"> <div class="image"> <a href="https://opendatascience.com/data-analytics-in-the-age-of-ai/"><img src="https://opendatascience.com/wp-content/uploads/2023/09/iStock-1395967518-180x180.jpg" alt="Data Analytics in the Age of AI"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/data-analytics-in-the-age-of-ai/">Data Analytics in the Age of AI</a> </h2> <p> <a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/modeling/" title="Modeling" class="tag-default">Modeling</a>posted by <a href="https://opendatascience.com/user/admin_odsc/" title="Modeling" class="tag-defaultic">ODSC Team</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >April 2, 2024</span> </span> </p> </div> <div class="intro"> In the ever-evolving landscape of technology, two titans have emerged as central to understanding and shaping our future: Data Analytics and Artificial Intelligence. And though many have thought that data analytics would go the way of the dinosaur, the last few years have shown that isn’t... <a href="https://opendatascience.com/data-analytics-in-the-age-of-ai/" class="more-link">Read more</a> </div> </div> <div class="post-item post-46646 post type-post status-publish format-standard has-post-thumbnail hentry category-data-analytics category-modeling tag-east-2024"> <div class="image"> <a href="https://opendatascience.com/navigating-the-challenges-of-llms-in-big-data-analytics-with-google-cloud/"><img src="https://opendatascience.com/wp-content/uploads/2023/09/iStock-1395967518-180x180.jpg" alt="Navigating the Challenges of LLMs in Big Data Analytics with Google Cloud"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/navigating-the-challenges-of-llms-in-big-data-analytics-with-google-cloud/">Navigating the Challenges of LLMs in Big Data Analytics with Google Cloud</a> </h2> <p> <a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/modeling/" title="Modeling" class="tag-default">Modeling</a><a href="https://opendatascience.com/tag/east-2024/" title="Modeling" class="tag-default">East 2024</a>posted by <a href="https://opendatascience.com/user/odsc-community/" title="Modeling" class="tag-defaultic">ODSC Community</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >March 27, 2024</span> </span> </p> </div> <div class="intro"> Editor&#8217;s note: Rohan Johar &amp; Mohammad Soltanieh-ha are speakers for ODSC East 2024 this April 23-25. Be sure to check out their talk, &#8220;LLMs Meet Google Cloud: A New Frontier in Big Data Analytics,&#8221; there! In the realm of big data analytics, the use of Large... <a href="https://opendatascience.com/navigating-the-challenges-of-llms-in-big-data-analytics-with-google-cloud/" class="more-link">Read more</a> </div> </div> <div class="post-item post-46014 post type-post status-publish format-standard has-post-thumbnail hentry category-accelerate-ai category-data-analytics"> <div class="image"> <a href="https://opendatascience.com/sustainability-and-data-analytics-missed-opportunities-due-to-integration-failures/"><img src="https://opendatascience.com/wp-content/uploads/2022/10/AdobeStock_223572692-640x300-1-180x180.jpeg" alt="Sustainability and Data Analytics: Missed Opportunities Due to Integration Failures"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/sustainability-and-data-analytics-missed-opportunities-due-to-integration-failures/">Sustainability and Data Analytics: Missed Opportunities Due to Integration Failures</a> </h2> <p> <a href="https://opendatascience.com/category/accelerate-ai/" title="Business + Management" class="tag-default">Business + Management</a><a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a>posted by <a href="https://opendatascience.com/user/april-miller/" title="Data Analytics" class="tag-defaultic">April Miller</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >February 21, 2024</span> </span> </p> </div> <div class="intro"> Data scientists only witness the green power of data analytics with smart integrations. There is publicly known potential, with more strategies yet to be discovered for how data can decarbonize and optimize for net-zero and circular targets. How do these integration failures manifest, and how can... <a href="https://opendatascience.com/sustainability-and-data-analytics-missed-opportunities-due-to-integration-failures/" class="more-link">Read more</a> </div> </div> <div class="post-item post-45850 post type-post status-publish format-standard has-post-thumbnail hentry category-accelerate-ai category-data-analytics"> <div class="image"> <a href="https://opendatascience.com/how-to-use-predictive-analytics-to-boost-employee-engagement/"><img src="https://opendatascience.com/wp-content/uploads/2020/12/p1-1-180x180.png" alt="How to Use Predictive Analytics to Boost Employee Engagement"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/how-to-use-predictive-analytics-to-boost-employee-engagement/">How to Use Predictive Analytics to Boost Employee Engagement</a> </h2> <p> <a href="https://opendatascience.com/category/accelerate-ai/" title="Business + Management" class="tag-default">Business + Management</a><a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a>posted by <a href="https://opendatascience.com/user/zacharyamos/" title="Data Analytics" class="tag-defaultic">Zac Amos</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >February 7, 2024</span> </span> </p> </div> <div class="intro"> Most of the staff human resource professionals interact with feel disengaged. Predictive analytics driven by artificial intelligence is one of the most promising technologies employers can use to address this. Can employee engagement analytics boost engagement? How Predictive Analytics Applies to Employee Engagement Employee engagement is... <a href="https://opendatascience.com/how-to-use-predictive-analytics-to-boost-employee-engagement/" class="more-link">Read more</a> </div> </div> <div class="post-item post-45828 post type-post status-publish format-standard has-post-thumbnail hentry category-accelerate-ai category-data-analytics"> <div class="image"> <a href="https://opendatascience.com/how-to-implement-augmented-analytics-for-data-driven-decision-making/"><img src="https://opendatascience.com/wp-content/uploads/2024/02/shutterstock_2216615183-180x180.jpg" alt="How to Implement Augmented Analytics for Data-Driven Decision-Making"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/how-to-implement-augmented-analytics-for-data-driven-decision-making/">How to Implement Augmented Analytics for Data-Driven Decision-Making</a> </h2> <p> <a href="https://opendatascience.com/category/accelerate-ai/" title="Business + Management" class="tag-default">Business + Management</a><a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a>posted by <a href="https://opendatascience.com/user/april-miller/" title="Data Analytics" class="tag-defaultic">April Miller</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >February 6, 2024</span> </span> </p> </div> <div class="intro"> Data analytics is integral to modern business, but many organizations’ efforts are starting to fall flat. Now that virtually every company is capitalizing on data, analytics alone isn’t enough to surge ahead of the competition. You must be able to analyze data faster, more accurately, and... <a href="https://opendatascience.com/how-to-implement-augmented-analytics-for-data-driven-decision-making/" class="more-link">Read more</a> </div> </div> <div class="post-item post-42500 post type-post status-publish format-standard has-post-thumbnail hentry category-conferences category-data-analytics category-uncategorized tag-east-2023"> <div class="image"> <a href="https://opendatascience.com/7-leading-universities-with-data-analytics-degrees-coming-to-odsc-east/"><img src="https://opendatascience.com/wp-content/uploads/2023/04/shutterstock_2128332239-180x180.jpg" alt="7 Leading Universities With Data Analytics Degrees Coming to ODSC East"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/7-leading-universities-with-data-analytics-degrees-coming-to-odsc-east/">7 Leading Universities With Data Analytics Degrees Coming to ODSC East</a> </h2> <p> <a href="https://opendatascience.com/category/conferences/" title="Conferences" class="tag-default">Conferences</a><a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/uncategorized/" title="Uncategorized" class="tag-default">Uncategorized</a><a href="https://opendatascience.com/tag/east-2023/" title="Uncategorized" class="tag-default">East 2023</a>posted by <a href="https://opendatascience.com/user/admin_odsc/" title="Uncategorized" class="tag-defaultic">ODSC Team</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >April 25, 2023</span> </span> </p> </div> <div class="intro"> There are plenty of data science or data analytics degrees available for those looking for a traditional education approach to learning a new skill. Each program has its own unique approaches and merits that are worthy of consideration. This year we’re welcoming some great data analytics... <a href="https://opendatascience.com/7-leading-universities-with-data-analytics-degrees-coming-to-odsc-east/" class="more-link">Read more</a> </div> </div> <div class="post-item post-41867 post type-post status-publish format-standard has-post-thumbnail hentry category-careers category-data-analytics category-featured-post tag-data-analysis"> <div class="image"> <a href="https://opendatascience.com/top-data-analytics-skills-and-platforms-for-2023/"><img src="https://opendatascience.com/wp-content/uploads/2023/03/DATop-180x180.png" alt="Top Data Analytics Skills and Platforms for 2023"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/top-data-analytics-skills-and-platforms-for-2023/">Top Data Analytics Skills and Platforms for 2023</a> </h2> <p> <a href="https://opendatascience.com/category/careers/" title="Career Insights" class="tag-default">Career Insights</a><a href="https://opendatascience.com/category/modeling/data-analytics/" title="Data Analytics" class="tag-default">Data Analytics</a><a href="https://opendatascience.com/category/featured-post/" title="Featured Post" class="tag-default">Featured Post</a><a href="https://opendatascience.com/tag/data-analysis/" title="Featured Post" class="tag-default">data analysis</a>posted by <a href="https://opendatascience.com/user/admin_odsc/" title="Featured Post" class="tag-defaultic">ODSC Team</a> <span class="legend-default"> <i class="fa fa-clock-o"></i><span class="updated" >March 14, 2023</span> </span> </p> </div> <div class="intro"> As the sibling of data science, data analytics is still a hot field that garners significant interest. Companies have plenty of data at their disposal and are looking for people who can make sense of it and make deductions quickly and efficiently. We looked at over... <a href="https://opendatascience.com/top-data-analytics-skills-and-platforms-for-2023/" class="more-link">Read more</a> </div> </div> </div> </div> <!-- Pages --> <div class="pages"> <ul class="pagination"> <li><span aria-current="page" class="page-numbers current">1</span></li><li><a class="page-numbers" href="https://opendatascience.com/category/modeling/data-analytics/page/2/">2</a></li><li><a class="page-numbers" href="https://opendatascience.com/category/modeling/data-analytics/page/3/">3</a></li><li class="next"><a href="https://opendatascience.com/category/modeling/data-analytics/page/2/" class="next"><i class="fa fa-angle-right"></i></a></li><li class="previous"><a href="#"><i class="fa fa-angle-left"></i></a></li> </ul> </div> <div class="banner-468x60 "><a href="https://odsc.com/boston/bootcamp/" target="_blank"><img src="https://opendatascience.com/wp-content/uploads/goliath/Blog%20Banners_EAST2024_AI%20BOOTCAMP_468x60.png" alt="east bootcamp mid"></a></div> </div> <!-- Sidebar --> <div class="col-md-4 sajd"> <div id="goliath_sidebar_banner-3" class="sidebar-item clearfix goliath_sidebar_banner"> <div class="banner-300x250"> <a href="https://odsc.com/boston/" target="_blank"><img src="https://opendatascience.com/wp-content/uploads/goliath/GdU5ZwyXkAEu-Iu%20%281%29.jpg" alt="east square"></a> </div> </div> <!-- After widget close div --> <div id="custom_html-2" class="widget_text sidebar-item clearfix widget_custom_html"><div class="title-default"><span class="active"> </span></div><div class="widget-content"><div class="textwidget custom-html-widget"><!--[if lte IE 8]> <script charset="utf-8" type="text/javascript" src="//js.hsforms.net/forms/v2-legacy.js"></script> <![endif]--> <script charset="utf-8" type="text/javascript" src="//js.hsforms.net/forms/v2.js"></script> <script> hbspt.forms.create({ portalId: '1865444', formId: '2db28ac9-d988-42c8-bf91-29f8f7fcfac1' }); </script></div></div></div> <div id="goliath_recent_posts-2" class="sidebar-item clearfix recent-posts"> <!-- Latest reviews --> <div class="widget-tabs mobile"> <div class="title-default"> <a href="#" class="active">LATEST POSTS</a> <a href="#" class="view-all">View all</a> </div> <div class="items"> <div class="post-item" data-overlay="1" data-overlay-excerpt="Artificial intelligence (AI) is excellent at reviewing lots of information in a short time — something..." data-overlay-url="https://opendatascience.com/3-examples-of-ai-helping-police-solve-cold-cases/"> <div class="inner-wrapper"> <div class="title-image-row"> <div class="image"> <a href="https://opendatascience.com/3-examples-of-ai-helping-police-solve-cold-cases/"><img src="https://opendatascience.com/wp-content/uploads/2024/11/Shutterstock_2230644523-70x70.jpg" alt="3 Examples of AI Helping Police Solve Cold Cases"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/3-examples-of-ai-helping-police-solve-cold-cases/">3 Examples of AI Helping Police Solve Cold Cases</a> </h2> <p> <a href="https://opendatascience.com/category/accelerate-ai/" title="Business + Management" class="tag-default">Business + Management</a>posted by <a href="https://opendatascience.com/user/zacharyamos/" title="Business + Management" class="tag-default author-default">Zac Amos</a> <span class="legend-default"> <i class="fa fa-clock-o"></i>Nov 26, 2024 </span> <div class="intro intros"> Artificial intelligence (AI) is excellent at reviewing lots of information in a short time — something... </div> </p> </div> </div> </div> </div><div class="post-item" data-overlay="1" data-overlay-excerpt="What was once only possible for tech giants is now at our fingertips – vast amounts..." data-overlay-url="https://opendatascience.com/driving-progress-with-open-data-science-trends-tools-and-opportunities/"> <div class="inner-wrapper"> <div class="title-image-row"> <div class="image"> <a href="https://opendatascience.com/driving-progress-with-open-data-science-trends-tools-and-opportunities/"><img src="https://opendatascience.com/wp-content/uploads/2024/11/pexels-divinetechygirl-1181316-70x70.jpg" alt="Driving Progress with Open Data Science: Trends, Tools, and Opportunities"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/driving-progress-with-open-data-science-trends-tools-and-opportunities/">Driving Progress with Open Data Science: Trends, Tools, and Opportunities</a> </h2> <p> <a href="https://opendatascience.com/category/opinion/" title="Opinion" class="tag-default">Opinion</a>posted by <a href="https://opendatascience.com/user/odsc-community/" title="Opinion" class="tag-default author-default">ODSC Community</a> <span class="legend-default"> <i class="fa fa-clock-o"></i>Nov 26, 2024 </span> <div class="intro intros"> What was once only possible for tech giants is now at our fingertips – vast amounts... </div> </p> </div> </div> </div> </div><div class="post-item" data-overlay="1" data-overlay-excerpt="The Mediterranean region is poised for a significant technological leap forward as Data4, a French data..." data-overlay-url="https://opendatascience.com/greece-breaks-ground-on-data-center-boosting-regional-tech-and-ai-ambitions/"> <div class="inner-wrapper"> <div class="title-image-row"> <div class="image"> <a href="https://opendatascience.com/greece-breaks-ground-on-data-center-boosting-regional-tech-and-ai-ambitions/"><img src="https://opendatascience.com/wp-content/uploads/2024/11/Untitled-design-3-70x70.png" alt="Greece Breaks Ground on Data Center, Boosting Regional Tech and AI Ambitions"/></a> </div> <div class="title"> <h2> <a href="https://opendatascience.com/greece-breaks-ground-on-data-center-boosting-regional-tech-and-ai-ambitions/">Greece Breaks Ground on Data Center, Boosting Regional Tech and AI Ambitions</a> </h2> <p> <a href="https://opendatascience.com/category/news/" title="AI and Data Science News" class="tag-default">AI and Data Science News</a>posted by <a href="https://opendatascience.com/user/admin_odsc/" title="AI and Data Science News" class="tag-default author-default">ODSC Team</a> <span class="legend-default"> <i class="fa fa-clock-o"></i>Nov 26, 2024 </span> <div class="intro intros"> The Mediterranean region is poised for a significant technological leap forward as Data4, a French data... </div> </p> </div> </div> </div> </div> </div> </div> </div> <!-- After widget close div --> <div id="goliath_sidebar_banner-4" class="sidebar-item clearfix goliath_sidebar_banner"> <div class="banner-300x250"> <a href="https://app.aiplus.training/courses/training-AI-Agents-From-LLMs-to-Multi-Agent-Systems" target="_blank"><img src="https://opendatascience.com/wp-content/uploads/goliath/EAST2024_AI%20dec%20training_%20Blog%20Banners_300x250.png" alt="ai dec 4"></a> </div> </div> <!-- After widget close div --> <div id="wpp-2" class="sidebar-item clearfix popular-posts"> </div></div> <div id="goliath_sidebar_banner-2" class="sidebar-item clearfix goliath_sidebar_banner"> <div class="banner-300x250"> <a href="https://odsc.com/boston/call-for-speakers/" target="_blank"><img src="https://opendatascience.com/wp-content/uploads/goliath/EAST2024_Call%20for%20speakers_%20Blog%20Banners_300x250.png" alt="east cfs"></a> </div> </div> <!-- After widget close div --> <div id="goliath_tag_cloud-3" class="sidebar-item clearfix goliath_tag_cloud"> <div class="sidebar-item clearfix"> <!-- Archive --> <div class="widget-tabs"> <div class="title-default"> <span class="active">Tags</span> </div> <div class="items tag-cloud"> <a href="https://opendatascience.com/tag/machine-learning/" class="tag-1"><span>Machine Learning</span><s>111</s></a><a href="https://opendatascience.com/tag/azure/" class="tag-1"><span>Azure</span><s>69</s></a><a href="https://opendatascience.com/tag/east-2022/" class="tag-1"><span>East 2022</span><s>65</s></a><a href="https://opendatascience.com/tag/odsc-east-2015speaker-slides/" class="tag-1"><span>ODSC East 2015|Speaker Slides</span><s>64</s></a><a href="https://opendatascience.com/tag/east-2024/" class="tag-1"><span>East 2024</span><s>58</s></a><a href="https://opendatascience.com/tag/microsoft/" class="tag-1"><span>Microsoft</span><s>49</s></a><a href="https://opendatascience.com/tag/west-2022/" class="tag-1"><span>West 2022</span><s>49</s></a><a href="https://opendatascience.com/tag/west-2024/" class="tag-1"><span>West 2024</span><s>49</s></a><a href="https://opendatascience.com/tag/deep-learning/" class="tag-1"><span>Deep Learning</span><s>48</s></a><a href="https://opendatascience.com/tag/east-2020/" class="tag-1"><span>East 2020</span><s>48</s></a><a href="https://opendatascience.com/tag/east-2023/" class="tag-1"><span>East 2023</span><s>47</s></a><a href="https://opendatascience.com/tag/west-2021/" class="tag-1"><span>West 2021</span><s>46</s></a><a href="https://opendatascience.com/tag/podcast/" class="tag-1"><span>Podcast</span><s>45</s></a><a href="https://opendatascience.com/tag/accelerate-ai/" class="tag-1"><span>Accelerate AI</span><s>43</s></a><a href="https://opendatascience.com/tag/east-2021/" class="tag-1"><span>East 2021</span><s>42</s></a><a href="https://opendatascience.com/tag/conferences/" class="tag-1"><span>Conferences</span><s>41</s></a><a href="https://opendatascience.com/tag/west-2023/" class="tag-1"><span>West 2023</span><s>40</s></a><a href="https://opendatascience.com/tag/europe-2020/" class="tag-1"><span>Europe 2020</span><s>39</s></a><a href="https://opendatascience.com/tag/europe-2021/" class="tag-1"><span>Europe 2021</span><s>38</s></a><a href="https://opendatascience.com/tag/cybersecurity/" class="tag-1"><span>cybersecurity</span><s>37</s></a> </div> </div> </div> </div> <!-- After widget close div --> </div> </div> <!-- Footer --> <footer class="container footer"> <div id="text-2" class="col-md-4 sidebar-item footer-item widget widget_text"><div class="title-default"><span class="active">About us</span></div><div class="widget-content"> <div class="textwidget"><p><img decoding="async" class="aligncenter" src="https://opendatascience.com/wp-content/uploads/2017/11/ODSC-logo-blue-no-gradient-1.png" /><br /> Proactively envisioned multimedia based expertise and cross-media growth strategies. Seamlessly visualize quality intellectual capital without superior collaboration and idea-sharing. Holistically pontificate installed base portals after maintainable products.</p> </div> </div></div> <div id="goliath_category_cloud-2" class="col-md-4 sidebar-item footer-item widget goliath_category_cloud"> <div class="widget-tabs page-map"> <div class="title-default"> <span class="active">Content Map</span> </div> <div class="items archives"> <table class="table"> <tr><td><a href="https://opendatascience.com/category/modeling/">Modeling</a><span>1670</span></td><td><td><a href="https://opendatascience.com/category/conferences/">Conferences</a><span>747</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/featured-post/">Featured Post</a><span>723</span></td><td><td><a href="https://opendatascience.com/category/news/">AI and Data Science News</a><span>688</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/accelerate-ai/">Business + Management</a><span>535</span></td><td><td><a href="https://opendatascience.com/category/tools-languages/">Tools &amp; Languages</a><span>366</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/modeling/machine-learning/">Machine Learning</a><span>350</span></td><td><td><a href="https://opendatascience.com/category/modeling/nlp-text-analytics/">NLP &amp; LLMs</a><span>268</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/modeling/deep-learning/">Deep Learning</a><span>233</span></td><td><td><a href="https://opendatascience.com/category/careers/">Career Insights</a><span>212</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/conferences/odsc-speaker/">Blogs from ODSC Speakers</a><span>202</span></td><td><td><a href="https://opendatascience.com/category/blog/">Blog</a><span>201</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/modeling/data-visualization/">Data Visualization</a><span>138</span></td><td><td><a href="https://opendatascience.com/category/modeling/statistics/">Statistics</a><span>127</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/tools-languages/r/">R</a><span>125</span></td><td><td><a href="https://opendatascience.com/category/tools-languages/python/">Python</a><span>116</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/modeling/predictive-analytics/">Predictive Analytics</a><span>99</span></td><td><td><a href="https://opendatascience.com/category/accelerate-ai/technology/">Technology</a><span>77</span></td></td></tr><tr><td><a href="https://opendatascience.com/category/guest-contributor/">Guest contributor</a><span>74</span></td><td><td><a href="https://opendatascience.com/category/modeling/research-modeling/">Research</a><span>72</span></td></td></tr> </table> </div> </div> </div> <!-- After widget close div --> <div id="goliath_tag_cloud-2" class="col-md-4 sidebar-item footer-item widget goliath_tag_cloud"> <div class="sidebar-item clearfix"> <!-- Archive --> <div class="widget-tabs"> <div class="title-default"> <span class="active">Tags</span> </div> <div class="items tag-cloud"> <a href="https://opendatascience.com/tag/machine-learning/" class="tag-1"><span>Machine Learning</span><s>111</s></a><a href="https://opendatascience.com/tag/azure/" class="tag-1"><span>Azure</span><s>69</s></a><a href="https://opendatascience.com/tag/east-2022/" class="tag-1"><span>East 2022</span><s>65</s></a><a href="https://opendatascience.com/tag/odsc-east-2015speaker-slides/" class="tag-1"><span>ODSC East 2015|Speaker Slides</span><s>64</s></a><a href="https://opendatascience.com/tag/east-2024/" class="tag-1"><span>East 2024</span><s>58</s></a><a href="https://opendatascience.com/tag/microsoft/" class="tag-1"><span>Microsoft</span><s>49</s></a><a href="https://opendatascience.com/tag/west-2022/" class="tag-1"><span>West 2022</span><s>49</s></a><a href="https://opendatascience.com/tag/west-2024/" class="tag-1"><span>West 2024</span><s>49</s></a><a href="https://opendatascience.com/tag/deep-learning/" class="tag-1"><span>Deep Learning</span><s>48</s></a><a href="https://opendatascience.com/tag/east-2020/" class="tag-1"><span>East 2020</span><s>48</s></a><a href="https://opendatascience.com/tag/east-2023/" class="tag-1"><span>East 2023</span><s>47</s></a><a href="https://opendatascience.com/tag/west-2021/" class="tag-1"><span>West 2021</span><s>46</s></a><a href="https://opendatascience.com/tag/podcast/" class="tag-1"><span>Podcast</span><s>45</s></a><a href="https://opendatascience.com/tag/accelerate-ai/" class="tag-1"><span>Accelerate AI</span><s>43</s></a><a href="https://opendatascience.com/tag/east-2021/" class="tag-1"><span>East 2021</span><s>42</s></a><a href="https://opendatascience.com/tag/conferences/" class="tag-1"><span>Conferences</span><s>41</s></a><a href="https://opendatascience.com/tag/west-2023/" class="tag-1"><span>West 2023</span><s>40</s></a><a href="https://opendatascience.com/tag/europe-2020/" class="tag-1"><span>Europe 2020</span><s>39</s></a><a href="https://opendatascience.com/tag/europe-2021/" class="tag-1"><span>Europe 2021</span><s>38</s></a><a href="https://opendatascience.com/tag/cybersecurity/" class="tag-1"><span>cybersecurity</span><s>37</s></a> </div> </div> </div> </div> <!-- After widget close div --> <div id="text-3" class="col-md-4 sidebar-item footer-item widget widget_text"><div class="title-default"><span class="active">ODSC Privacy Policy</span></div><div class="widget-content"> <div class="textwidget"><p>View ODSC <a href="https://opendatascience.com/odsc-privacy-policy/">Privacy Policy</a></p> </div> </div></div> </footer> <!-- Copyright --> <div class="container copyright"> <div class="left"> Copyright Open Data Science 2024. All Rights Reserved </div> <div class="right"> <ul> <li> <a href="https://www.facebook.com/OPENDATASCI/" target="_blank"><i class="fa fa-facebook-square"></i></a><a href="https://twitter.com/_odsc" target="_blank"><i class="fa fa-twitter-square"></i></a><a href="https://www.youtube.com/channel/UCDS20hpBFiv_Kdp5Ibh0vew" target="_blank"><i class="fa fa-youtube-square"></i></a><a href="https://www.linkedin.com/groups/8245997" target="_blank"><i class="fa fa-linkedin-square"></i></a> </li> </ul> </div> </div> <a href="#" class="back-to-top"><i class="fa fa-angle-up"></i></a> <!-- LikeBtn.com BEGIN --> <script type="text/javascript">var likebtn_wl = 1; (function(d, e, s) {a = d.createElement(e);m = d.getElementsByTagName(e)[0];a.async = 1;a.src = s;m.parentNode.insertBefore(a, m)})(document, 'script', '//w.likebtn.com/js/w/widget.js'); if (typeof(LikeBtn) != "undefined") { LikeBtn.init(); }</script> <!-- LikeBtn.com END --> <div id="um_upload_single" style="display:none"> </div><div id="um_view_photo" style="display:none"> <a href="#" data-action="um_remove_modal" class="um-modal-close"><i class="um-faicon-times"></i></a> <div class="um-modal-body photo"> <div class="um-modal-photo"> </div> </div> </div><script type="text/javascript"> adroll_adv_id = "XDCO6MZFKZB6HAQENDPVJ4"; adroll_pix_id = "WXI33UTPCNAORJUY22JFZS"; (function () { var _onload = function(){ if (document.readyState && !/loaded|complete/.test(document.readyState)){setTimeout(_onload, 10);return} if (!window.__adroll_loaded){__adroll_loaded=true;setTimeout(_onload, 50);return} var scr = document.createElement("script"); var host = (("https:" == document.location.protocol) ? "https://s.adroll.com" : "http://a.adroll.com"); scr.setAttribute('async', 'true'); scr.type = "text/javascript"; scr.src = host + "/j/roundtrip.js"; ((document.getElementsByTagName('head') || [null])[0] || document.getElementsByTagName('script')[0].parentNode).appendChild(scr); }; if (window.addEventListener) {window.addEventListener('load', _onload, false);} else {window.attachEvent('onload', _onload)} }()); </script> <!-- Meta Pixel Event Code --> <script type='text/javascript'> document.addEventListener( 'wpcf7mailsent', function( event ) { if( "fb_pxl_code" in event.detail.apiResponse){ eval(event.detail.apiResponse.fb_pxl_code); } }, false ); </script> <!-- End Meta Pixel Event Code --> <div id='fb-pxl-ajax-code'></div><div class="mobmenu-overlay"></div><div class="mob-menu-header-holder mobmenu" data-menu-display="mob-menu-slideout-over" data-open-icon="down-open" data-close-icon="up-open"><div class="mobmenul-container"><a href="#" class="mobmenu-left-bt mobmenu-trigger-action" data-panel-target="mobmenu-left-panel" aria-label="Left Menu Button"><i class="mob-icon-menu mob-menu-icon"></i><i class="mob-icon-cancel-1 mob-cancel-button"></i></a></div><div class="mobmenur-container"><a href="#" class="mobmenu-right-bt mobmenu-trigger-action" data-panel-target="mobmenu-right-panel" aria-label="Right Menu Button"><i class="mob-icon-menu mob-menu-icon"></i><i class="mob-icon-cancel-1 mob-cancel-button"></i></a></div></div> <div class="mobmenu-left-alignment mobmenu-panel mobmenu-left-panel "> <a href="#" class="mobmenu-left-bt" aria-label="Left Menu Button"><i class="mob-icon-cancel-1 mob-cancel-button"></i></a> <div class="mobmenu-content"> <div class="menu-primary-container"><ul id="mobmenuleft" class="wp-mobile-menu" role="menubar" aria-label="Main navigation for mobile devices"><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-8020"><a href="https://opendatascience.com/category/modeling/" role="menuitem" class="">Modeling</a> <ul role='menu' class="sub-menu "> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category current-menu-item menu-item-46773"><a href="https://opendatascience.com/category/modeling/data-analytics/" role="menuitem" class="">Data Analytics</a></li> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-45703"><a href="https://opendatascience.com/category/modeling/data-engineering/" role="menuitem" class="">Data Engineering</a></li> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-37919"><a href="https://opendatascience.com/category/modeling/data-visualization/" role="menuitem" class="">Data Visualization</a></li> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-17010"><a href="https://opendatascience.com/category/modeling/deep-learning/" role="menuitem" class="">Deep Learning</a></li> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-41544"><a href="https://opendatascience.com/category/modeling/generative-ai/" role="menuitem" class="">Generative AI</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25739"><a href="https://opendatascience.com/category/modeling/machine-learning/" role="menuitem" class="">Machine Learning</a></li> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-17011"><a href="https://opendatascience.com/category/modeling/nlp-text-analytics/" role="menuitem" class="">NLP and LLMs</a></li> <li role="none" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-45702"><a href="https://opendatascience.com/category/tools-languages/python/" role="menuitem" class="">Python</a></li></ul> </li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-15400"><a href="https://opendatascience.com/category/accelerate-ai" role="menuitem" class="">Business &#038; Use Cases</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25741"><a href="https://opendatascience.com/category/careers/" role="menuitem" class="">Career Advice</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25748"><a href="https://opendatascience.com/join-the-open-data-science-contributor-community/" role="menuitem" class="">Write for us</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-25743"><a href="#" role="menuitem" class="">Community</a> <ul role='menu' class="sub-menu "> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-32624"><a href="https://hubs.li/Q02zdcSk0" role="menuitem" class="">ODSC Community Slack Channel</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-35201"><a href="https://aiplus.odsc.com/bundles/odsc-webinars" role="menuitem" class="">Meetups</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45704"><a href="https://odsc.substack.com/" role="menuitem" class="">Substack</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45705"><a href="https://medium.com/@odsc" role="menuitem" class="">Medium</a></li></ul> </li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-17803"><a href="https://aiplus.training/events/" role="menuitem" class="">Upcoming Webinars</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-45706"><a href="https://opendatascience.com/tag/podcast/" role="menuitem" class="">Ai X Podcast</a> <ul role='menu' class="sub-menu "> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45707"><a href="https://podcasts.apple.com/ua/podcast/odscs-ai-x-podcast/id1721516836" role="menuitem" class="">Apple</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45708"><a href="https://open.spotify.com/show/0TJKGcQsIO0xr0kiLKhOER?si=6f0d4cc2bfbf4728&amp;nd=1&amp;dlsi=3893757b957e4a52" role="menuitem" class="">Spotify</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-45709"><a href="https://soundcloud.com/aixpodcast" role="menuitem" class="">SoundCloud</a></li></ul> </li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25742"><a href="https://aiplus.odsc.com/collections" role="menuitem" class="">Training</a></li></ul></div> </div><div class="mob-menu-left-bg-holder"></div></div> <div class="mobmenu-right-alignment mobmenu-panel mobmenu-right-panel "> <a href="#" class="mobmenu-right-bt" aria-label="Right Menu Button"><i class="mob-icon-cancel-1 mob-cancel-button"></i></a> <div class="mobmenu-content"> <div class="menu-topmenu-container"><ul id="mobmenuright" class="wp-mobile-menu" role="menubar" aria-label="Main navigation for mobile devices"><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-15433"><a target="_blank" href="http://odsc.com" role="menuitem" class="">ODSC Conferences</a> <ul role='menu' class="sub-menu "> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14780"><a target="_blank" href="https://odsc.com/boston" role="menuitem" class="">ODSC EAST</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14782"><a target="_blank" href="https://odsc.com/california" role="menuitem" class="">ODSC WEST</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14781"><a target="_blank" href="https://odsc.com/europe/" role="menuitem" class="">ODSC EUROPE</a></li> <li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-18616"><a target="_blank" href="https://odsc.com/apac/" role="menuitem" class="">ODSC APAC</a></li></ul> </li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25736"><a target="_blank" href="https://www.meetup.com/open-data-odsc/" role="menuitem" class="">MEETUPS</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-15398"><a target="_blank" href="https://aiplus.odsc.com/" role="menuitem" class="">AI+ Training</a></li><li role="none" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-14785"><a target="_blank" href="https://opendatascience.com/newsletter/" role="menuitem" class="">Newsletter</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-47915"><a href="https://jobs.opendatascience.com/" role="menuitem" class="">Jobs</a></li><li role="none" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-25737"><a target="_blank" href="https://odsc.com/california/call-for-speakers-west/" role="menuitem" class="">Speak at ODSC</a></li></ul></div> </div><div class="mob-menu-right-bg-holder"></div></div> <script type="text/javascript" id="code-prettify-js-before"> /* <![CDATA[ */ var codePrettifyLoaderBaseUrl = "https:\/\/opendatascience.com\/wp-content\/plugins\/code-prettify\/prettify"; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/code-prettify/prettify/run_prettify.js?ver=1.4.0" id="code-prettify-js"></script> <script type="text/javascript" id="leadin-script-loader-js-js-extra"> /* <![CDATA[ */ var leadin_wordpress = {"userRole":"visitor","pageType":"archive","leadinPluginVersion":"11.1.73"}; /* ]]> */ </script> <script type="text/javascript" src="https://js.hs-scripts.com/1865444.js?integration=WordPress&amp;ver=11.1.73" id="leadin-script-loader-js-js"></script> <script type="text/javascript" id="rss-retriever-ajax-js-extra"> /* <![CDATA[ */ var rss_retriever = {"ajax_url":"https:\/\/opendatascience.com\/wp-admin\/admin-ajax.php"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/wp-rss-retriever/inc/js/rss-retriever-ajax.js?ver=1.6.5" id="rss-retriever-ajax-js"></script> <script type="text/javascript" id="ppress-frontend-script-js-extra"> /* <![CDATA[ */ var pp_ajax_form = {"ajaxurl":"https:\/\/opendatascience.com\/wp-admin\/admin-ajax.php","confirm_delete":"Are you sure?","deleting_text":"Deleting...","deleting_error":"An error occurred. Please try again.","nonce":"30fce581ab","disable_ajax_form":"false","is_checkout":"0","is_checkout_tax_enabled":"0","is_checkout_autoscroll_enabled":"true"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/wp-user-avatar/assets/js/frontend.min.js?ver=4.15.18" id="ppress-frontend-script-js"></script> <script type="text/javascript" id="audioigniter-js-extra"> /* <![CDATA[ */ var aiStrings = {"play_title":"Play %s","pause_title":"Pause %s","previous":"Previous track","next":"Next track","toggle_list_repeat":"Toggle track listing repeat","toggle_track_repeat":"Toggle track repeat","toggle_list_visible":"Toggle track listing visibility","buy_track":"Buy this track","download_track":"Download this track","volume_up":"Volume Up","volume_down":"Volume Down","open_track_lyrics":"Open track lyrics","set_playback_rate":"Set playback rate","skip_forward":"Skip forward","skip_backward":"Skip backward","shuffle":"Shuffle"}; var aiStats = {"enabled":"","apiUrl":"https:\/\/opendatascience.com\/wp-json\/audioigniter\/v1"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/plugins/audioigniter/player/build/app.js?ver=2.0.1" id="audioigniter-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/ui/core.min.js?ver=1.13.3" id="jquery-ui-core-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/ui/effect.min.js?ver=1.13.3" id="jquery-effects-core-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/ui/effect-slide.min.js?ver=1.13.3" id="jquery-effects-slide-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-includes/js/jquery/ui/effect-size.min.js?ver=1.13.3" id="jquery-effects-size-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/bootstrap.js?ver=6.7.1" id="plsh-bootstrap-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/bootstrap-hover-dropdown.js?ver=6.7.1" id="plsh-bootstrap-hover-dropdown-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.cycle2.min.js?ver=6.7.1" id="plsh-cycle2-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.cycle2.scrollVert.js?ver=6.7.1" id="plsh-scroll-vertical-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.cycle2.swipe.min.js?ver=6.7.1" id="plsh-cycle2-swipe-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.inview.js?ver=6.7.1" id="plsh-inview-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.hoverintent.min.js?ver=6.7.1" id="plsh-hoverintent-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.sharrre.min.js?ver=6.7.1" id="plsh-sharrre-js"></script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/vendor/jquery.particleground.js?ver=6.7.1" id="plsh-particles-js"></script> <script type="text/javascript" id="plsh-theme-js-extra"> /* <![CDATA[ */ var ajax_object = {"ajaxurl":"https:\/\/opendatascience.com\/wp-admin\/admin-ajax.php","readmore":"Read more","article":"Article","show_post_quick_view":"on","show_mosaic_overlay":"on","enable_sidebar_affix":"on","particle_color":"#e8e8e8"}; /* ]]> */ </script> <script type="text/javascript" src="https://opendatascience.com/wp-content/themes/goliath/theme/assets/js/theme.js?ver=6.7.1" id="plsh-theme-js"></script> <!-- Cookie Notice plugin v2.5.2 by Hu-manity.co https://hu-manity.co/ --> <div id="cookie-notice" role="dialog" class="cookie-notice-hidden cookie-revoke-hidden cn-position-bottom" aria-label="Cookie Notice" style="background-color: rgba(50,50,58,1);"><div class="cookie-notice-container" style="color: #fff"><span id="cn-notice-text" class="cn-text-container">We use cookies to ensure that we give you the best experience on our website. If you continue to use this site we will assume that you are happy with it.</span><span id="cn-notice-buttons" class="cn-buttons-container"><a href="#" id="cn-accept-cookie" data-cookie-set="accept" class="cn-set-cookie cn-button" aria-label="Confirm" style="background-color: #00a99d">Confirm</a><a href="#" id="cn-refuse-cookie" data-cookie-set="refuse" class="cn-set-cookie cn-button" aria-label="No" style="background-color: #00a99d">No</a><a href="https://opendatascience.com/odsc-privacy-policy/" target="_blank" id="cn-more-info" class="cn-more-info cn-button" aria-label="Privacy policy" style="background-color: #00a99d">Privacy policy</a></span><span id="cn-close-notice" data-cookie-set="accept" class="cn-close-icon" title="No"></span></div> <div class="cookie-revoke-container" style="color: #fff"><span id="cn-revoke-text" class="cn-text-container">You can revoke your consent any time using the Revoke consent button.</span><span id="cn-revoke-buttons" class="cn-buttons-container"><a href="#" class="cn-revoke-cookie cn-button" aria-label="Revoke consent" style="background-color: #00a99d">Revoke consent</a></span> </div> </div> <!-- / Cookie Notice plugin --> <script type="text/javascript"> jQuery( '#request' ).val( '' ); </script> <!-- END body --> <script type="text/javascript"> _linkedin_data_partner_id = "44953"; </script><script type="text/javascript"> (function(){var s = document.getElementsByTagName("script")[0]; var b = document.createElement("script"); b.type = "text/javascript";b.async = true; b.src = "https://snap.licdn.com/li.lms-analytics/insight.min.js"; s.parentNode.insertBefore(b, s);})(); </script> <noscript> <img height="1" width="1" style="display:none;" alt="" src="https://dc.ads.linkedin.com/collect/?pid=44953&fmt=gif" /> </noscript> </body> <!-- END html --> </html>

Pages: 1 2 3 4 5 6 7 8 9 10