{"id":13348,"date":"2024-01-23T09:28:49","date_gmt":"2024-01-23T14:28:49","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=13348"},"modified":"2024-01-24T06:56:52","modified_gmt":"2024-01-24T11:56:52","slug":"to-deploy-machine-learning-you-must-manage-operational-change-here-is-how-ups-got-it-right","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/to-deploy-machine-learning-you-must-manage-operational-change-here-is-how-ups-got-it-right\/13348\/","title":{"rendered":"To Deploy Machine Learning, You Must Manage Operational Change\u2014Here Is How UPS Got It Right"},"content":{"rendered":"Originally published in Harvard Data Science Review. For more about the trials and tribulations UPS overcame on its road to success, see Eric Siegel&#8217;s new book, The AI Playbook.\u00a0\u00a0Free book: Come to Machine Learning Week \u2013 June 4-7, 2024, in Phoenix, AZ \u2013 to meet author Eric Siegel, the event founder, and receive a complimentary copy of his book, &#8220;The AI Playbook.&#8221; Abstract:\u00a0 The greatest tool is the hardest to use. Machine learning has earned its title as \u201cthe most important general-purpose technology of our era\u201d (Brynjolfsson &amp; McAfee, 2017)\u2014but it is notoriously difficult to launch. Outside a <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/to-deploy-machine-learning-you-must-manage-operational-change-here-is-how-ups-got-it-right\/13348\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in Harvard Data Science Review. For more about the trials and tribulations UPS overcame on its road to success, see Eric Siegel&#8217;s new book, The AI Playbook.\u00a0\u00a0Free book: Come to Machine Learning Week \u2013 June 4-7, 2024, in Phoenix, AZ \u2013 to meet author Eric Siegel, the event founder, and receive a complimentary [&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":[229,166,6,1201,1340,1146,1341,1230,1321],"class_list":["post-13348","post","type-post","status-publish","format-standard","hentry","category-leading-stories","tag-business-analytics","tag-data-science","tag-eric-siegel","tag-machine-learning-deployment","tag-machine-learning-leadership","tag-machine-learning-management","tag-machine-learning-project-success","tag-machine-learning-week","tag-the-ai-playbook"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13348","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=13348"}],"version-history":[{"count":9,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13348\/revisions"}],"predecessor-version":[{"id":13363,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13348\/revisions\/13363"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=13348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=13348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=13348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}