{"id":13384,"date":"2024-01-30T08:40:15","date_gmt":"2024-01-30T13:40:15","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=13384"},"modified":"2024-02-01T08:33:45","modified_gmt":"2024-02-01T13:33:45","slug":"a-university-curriculum-supplement-to-teach-a-business-framework-for-ml-deployment","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/a-university-curriculum-supplement-to-teach-a-business-framework-for-ml-deployment\/13384\/","title":{"rendered":"A University Curriculum Supplement to Teach a Business Framework for ML Deployment"},"content":{"rendered":"&nbsp; In 2023, as a visiting analytics professor at UVA Darden School of Business, I developed and &#8220;field tested&#8221; a curriculum supplement designed to augment introductory data science courses so that they cover the business-side execution of machine learning projects \u2013 the know-how needed to ensure successful deployment. In this article, I motivate and outline the curriculum supplement, and provide access to the course materials.\u00a0 This curriculum supplement corresponds with my new book, The AI Playbook: Mastering the Rare Art of Machine Learning Deployment, and the business process presented therein, bizML.\u00a0 &#8220;I believe the greatest challenge of the <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/a-university-curriculum-supplement-to-teach-a-business-framework-for-ml-deployment\/13384\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>&nbsp; In 2023, as a visiting analytics professor at UVA Darden School of Business, I developed and &#8220;field tested&#8221; a curriculum supplement designed to augment introductory data science courses so that they cover the business-side execution of machine learning projects \u2013 the know-how needed to ensure successful deployment. In this article, I motivate and outline [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[3],"tags":[791,6,243,1230,1276,1326,1321],"class_list":["post-13384","post","type-post","status-publish","format-standard","hentry","category-leading-stories","tag-deep-learning","tag-eric-siegel","tag-machine-learning","tag-machine-learning-week","tag-ml","tag-ml-applications","tag-the-ai-playbook"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13384","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=13384"}],"version-history":[{"count":5,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13384\/revisions"}],"predecessor-version":[{"id":13393,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13384\/revisions\/13393"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=13384"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=13384"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=13384"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}