{"id":14852,"date":"2015-01-31T16:52:34","date_gmt":"2015-01-31T22:52:34","guid":{"rendered":"http:\/\/bucktownbell.com\/?p=14852"},"modified":"2015-01-31T16:52:34","modified_gmt":"2015-01-31T22:52:34","slug":"surviving-data-science-at-the-speed-of-hype","status":"publish","type":"post","link":"http:\/\/bucktownbell.com\/?p=14852","title":{"rendered":"Surviving Data Science &#8220;at the Speed of Hype&#8221;"},"content":{"rendered":"<blockquote><p>A good predictive model requires a stable set of inputs with a predictable range of values that won&#8217;t drift away from the training set. And the response variable needs to remain of organizational interest.<\/p><\/blockquote>\n<p>via <a href=\"http:\/\/www.john-foreman.com\/blog\/surviving-data-science-at-the-speed-of-hype\">Surviving Data Science &#8220;at the Speed of Hype&#8221; &#8211; John Foreman, Data Scientist<\/a>.<\/p>\n<blockquote><p><span style=\"font-size: medium;\">If you want to move at the speed of &#8220;now, light, big data, thought, stuff,&#8221; pick your big data analytics battles. If your business is currently too chaotic to support a complex model, don&#8217;t build one. Focus on providing solid, simple analysis until an opportunity arises that is revenue-important enough and stable enough to merit the type of investment a full-fledged data science modeling effort requires.<\/span><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>A good predictive model requires a stable set of inputs with a predictable range of values that won&#8217;t drift away from the training set. And the response variable needs to remain of organizational interest. via Surviving Data Science &#8220;at the &hellip; <a href=\"http:\/\/bucktownbell.com\/?p=14852\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[378],"tags":[532,475,170,283],"class_list":["post-14852","post","type-post","status-publish","format-standard","hentry","category-marketing","tag-analytics","tag-big-data","tag-data-modeling","tag-tech-blog"],"_links":{"self":[{"href":"http:\/\/bucktownbell.com\/index.php?rest_route=\/wp\/v2\/posts\/14852","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bucktownbell.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bucktownbell.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bucktownbell.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bucktownbell.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14852"}],"version-history":[{"count":1,"href":"http:\/\/bucktownbell.com\/index.php?rest_route=\/wp\/v2\/posts\/14852\/revisions"}],"predecessor-version":[{"id":14853,"href":"http:\/\/bucktownbell.com\/index.php?rest_route=\/wp\/v2\/posts\/14852\/revisions\/14853"}],"wp:attachment":[{"href":"http:\/\/bucktownbell.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14852"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bucktownbell.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14852"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bucktownbell.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14852"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}