{"id":8341,"date":"2016-12-25T10:00:40","date_gmt":"2016-12-25T15:00:40","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=8341"},"modified":"2016-12-22T11:13:18","modified_gmt":"2016-12-22T16:13:18","slug":"youre-not-getting-value-data-science","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/youre-not-getting-value-data-science\/8341\/","title":{"rendered":"Why You\u2019re Not Getting Value from Your Data Science"},"content":{"rendered":"Businesses today are constantly generating enormous amounts of data, but that\u00a0doesn\u2019t always translate to actionable information. Over the past several years, my research group at MIT and I have sought answers to a fundamental question: What would it take for businesses to realize the full potential of their data repositories with\u00a0machine learning? As we worked to design machine learning\u2013based solutions with a variety of industry partners, we were surprised to find that the existing answers to this question often didn\u2019t apply. Why? First, whenever we spoke with machine learning experts (data scientists focused on training and testing predictive <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/youre-not-getting-value-data-science\/8341\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Businesses today are constantly generating enormous amounts of data, but that\u00a0doesn\u2019t always translate to actionable information. Over the past several years, my research group at MIT and I have sought answers to a fundamental question: What would it take for businesses to realize the full potential of their data repositories with\u00a0machine learning? As we worked [&hellip;]<\/p>\n","protected":false},"author":625,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11],"tags":[166,243,146],"class_list":["post-8341","post","type-post","status-publish","format-standard","hentry","category-industry-news","tag-data-science","tag-machine-learning","tag-predictive-models"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/8341","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\/625"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=8341"}],"version-history":[{"count":2,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/8341\/revisions"}],"predecessor-version":[{"id":8343,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/8341\/revisions\/8343"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=8341"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=8341"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=8341"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}