{"id":213,"date":"2020-07-01T13:12:28","date_gmt":"2020-07-01T13:12:28","guid":{"rendered":"https:\/\/aaidm.buas.nl\/?page_id=213"},"modified":"2020-09-07T10:17:48","modified_gmt":"2020-09-07T10:17:48","slug":"ds4-preparation-for-week-7","status":"publish","type":"page","link":"https:\/\/aaidm.buas.nl\/?page_id=213","title":{"rendered":"DT4: Preparation for Week 7"},"content":{"rendered":"\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Author:<\/td><td>Javed Khan<\/td><\/tr><tr><td>Learning Line:<\/td><td>Digital Transformation<\/td><\/tr><tr><td>Course:<\/td><td>DT4: Data-driven Design<\/td><\/tr><tr><td>Week:<\/td><td>7<\/td><\/tr><tr><td>Competencies:<\/td><td>Knows how to evaluate an AI &amp; Data Science product.<\/td><\/tr><tr><td>BoKS:<\/td><td>4K5, Knows how to evaluate an AI &amp; Data Science product.<br>A4, Human-centered: putting people \/ users first, as a starting point and thinking of technology as enabler and not the end-goal.<\/td><\/tr><tr><td>Learning Goals:<\/td><td>Know how to plan and execute a A-B test.<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>When needing to fine tune aspects of your product, you can use a method known as A\/B testing. Google has famously A-B tested <a href=\"https:\/\/iterativepath.wordpress.com\/2012\/10\/29\/testing-40-shades-of-blue-ab-testing\/\">40 shades of blue<\/a> to finally decide the color of their logo.<\/p>\n\n\n\n<p>Here is a video to introduce you to the method:<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"A\/B Testing Intro: Why, What, Where, &amp; How to A\/B Test\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/CH89jd4haRE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption>Video 1: introducing A\/B testing<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Exercise: conduct your own A\/B test<\/h2>\n\n\n\n<p>Based on the material you have reviewed I ask you to conduct your own A\/B test.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Javed Khan Learning Line: Digital Transformation Course: DT4: Data-driven Design Week: 7 Competencies: Knows how to evaluate an AI &amp; Data Science product. BoKS: 4K5, Knows how to evaluate an AI &amp; Data Science product.A4, Human-centered: putting people \/ users first, as a starting point and thinking of technology as enabler and not the [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":151,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-213","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DT4: Preparation for Week 7 - Applied Artificial Intelligence and Data Management<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aaidm.buas.nl\/?page_id=213\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"DT4: Preparation for Week 7 - Applied Artificial Intelligence and Data Management\" \/>\n<meta property=\"og:description\" content=\"Author: Javed Khan Learning Line: Digital Transformation Course: DT4: Data-driven Design Week: 7 Competencies: Knows how to evaluate an AI &amp; Data Science product. BoKS: 4K5, Knows how to evaluate an AI &amp; Data Science product.A4, Human-centered: putting people \/ users first, as a starting point and thinking of technology as enabler and not the [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aaidm.buas.nl\/?page_id=213\" \/>\n<meta property=\"og:site_name\" content=\"Applied Artificial Intelligence and Data Management\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-07T10:17:48+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/aaidm.buas.nl\/?page_id=213\",\"url\":\"https:\/\/aaidm.buas.nl\/?page_id=213\",\"name\":\"DT4: Preparation for Week 7 - Applied Artificial Intelligence and Data Management\",\"isPartOf\":{\"@id\":\"https:\/\/aaidm.buas.nl\/#website\"},\"datePublished\":\"2020-07-01T13:12:28+00:00\",\"dateModified\":\"2020-09-07T10:17:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/aaidm.buas.nl\/?page_id=213#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/aaidm.buas.nl\/?page_id=213\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/aaidm.buas.nl\/?page_id=213#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/aaidm.buas.nl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Year 1\",\"item\":\"https:\/\/aaidm.buas.nl\/?page_id=80\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Year 1 &#8211; Block D\",\"item\":\"https:\/\/aaidm.buas.nl\/?page_id=153\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"DT4 &#8211; Data-driven Design\",\"item\":\"https:\/\/aaidm.buas.nl\/?page_id=151\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"DT4: Preparation for Week 7\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/aaidm.buas.nl\/#website\",\"url\":\"https:\/\/aaidm.buas.nl\/\",\"name\":\"Applied Artificial Intelligence and Data Management\",\"description\":\"Course Information\",\"publisher\":{\"@id\":\"https:\/\/aaidm.buas.nl\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/aaidm.buas.nl\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/aaidm.buas.nl\/#organization\",\"name\":\"Applied Artificial Intelligence and Data Management\",\"url\":\"https:\/\/aaidm.buas.nl\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/aaidm.buas.nl\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/aaidm.buas.nl\/wp-content\/uploads\/2020\/06\/buas-logo.png\",\"contentUrl\":\"https:\/\/aaidm.buas.nl\/wp-content\/uploads\/2020\/06\/buas-logo.png\",\"width\":382,\"height\":132,\"caption\":\"Applied Artificial Intelligence and Data Management\"},\"image\":{\"@id\":\"https:\/\/aaidm.buas.nl\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"DT4: Preparation for Week 7 - Applied Artificial Intelligence and Data Management","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/aaidm.buas.nl\/?page_id=213","og_locale":"en_US","og_type":"article","og_title":"DT4: Preparation for Week 7 - Applied Artificial Intelligence and Data Management","og_description":"Author: Javed Khan Learning Line: Digital Transformation Course: DT4: Data-driven Design Week: 7 Competencies: Knows how to evaluate an AI &amp; Data Science product. BoKS: 4K5, Knows how to evaluate an AI &amp; Data Science product.A4, Human-centered: putting people \/ users first, as a starting point and thinking of technology as enabler and not the [&hellip;]","og_url":"https:\/\/aaidm.buas.nl\/?page_id=213","og_site_name":"Applied Artificial Intelligence and Data Management","article_modified_time":"2020-09-07T10:17:48+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/aaidm.buas.nl\/?page_id=213","url":"https:\/\/aaidm.buas.nl\/?page_id=213","name":"DT4: Preparation for Week 7 - Applied Artificial Intelligence and Data Management","isPartOf":{"@id":"https:\/\/aaidm.buas.nl\/#website"},"datePublished":"2020-07-01T13:12:28+00:00","dateModified":"2020-09-07T10:17:48+00:00","breadcrumb":{"@id":"https:\/\/aaidm.buas.nl\/?page_id=213#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aaidm.buas.nl\/?page_id=213"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/aaidm.buas.nl\/?page_id=213#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/aaidm.buas.nl\/"},{"@type":"ListItem","position":2,"name":"Year 1","item":"https:\/\/aaidm.buas.nl\/?page_id=80"},{"@type":"ListItem","position":3,"name":"Year 1 &#8211; Block D","item":"https:\/\/aaidm.buas.nl\/?page_id=153"},{"@type":"ListItem","position":4,"name":"DT4 &#8211; Data-driven Design","item":"https:\/\/aaidm.buas.nl\/?page_id=151"},{"@type":"ListItem","position":5,"name":"DT4: Preparation for Week 7"}]},{"@type":"WebSite","@id":"https:\/\/aaidm.buas.nl\/#website","url":"https:\/\/aaidm.buas.nl\/","name":"Applied Artificial Intelligence and Data Management","description":"Course Information","publisher":{"@id":"https:\/\/aaidm.buas.nl\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/aaidm.buas.nl\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/aaidm.buas.nl\/#organization","name":"Applied Artificial Intelligence and Data Management","url":"https:\/\/aaidm.buas.nl\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/aaidm.buas.nl\/#\/schema\/logo\/image\/","url":"https:\/\/aaidm.buas.nl\/wp-content\/uploads\/2020\/06\/buas-logo.png","contentUrl":"https:\/\/aaidm.buas.nl\/wp-content\/uploads\/2020\/06\/buas-logo.png","width":382,"height":132,"caption":"Applied Artificial Intelligence and Data Management"},"image":{"@id":"https:\/\/aaidm.buas.nl\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/pages\/213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=213"}],"version-history":[{"count":4,"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/pages\/213\/revisions"}],"predecessor-version":[{"id":532,"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/pages\/213\/revisions\/532"}],"up":[{"embeddable":true,"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=\/wp\/v2\/pages\/151"}],"wp:attachment":[{"href":"https:\/\/aaidm.buas.nl\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}