{"id":7483,"date":"2016-04-11T08:30:29","date_gmt":"2016-04-11T12:30:29","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=7483"},"modified":"2017-08-03T12:06:48","modified_gmt":"2017-08-03T16:06:48","slug":"measurement-and-validation-an-often-underrated-aspect-within-the-predictive-analytics-discipline","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/measurement-and-validation-an-often-underrated-aspect-within-the-predictive-analytics-discipline\/7483\/","title":{"rendered":"Measurement and Validation: An Often Underrated Aspect within the Predictive Analytics Discipline"},"content":{"rendered":"In our Big Data world, software applications and programming tools continue to expand the data scientist\u2019s toolkit in facilitating the process of building predictive analytics solutions. Open-source tools have become much more prevalent in the last few years as they enable access to this discipline to a much wider array of people thereby providing much more potential for knowledge enhancement. The academic world and young students are now focusing their intellectual energies in developing new processes and techniques that are improving all facets of our everyday life. Using data science as the foundation, new tools have evolved that <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/measurement-and-validation-an-often-underrated-aspect-within-the-predictive-analytics-discipline\/7483\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>In our Big Data world, software applications and programming tools continue to expand the data scientist\u2019s toolkit in facilitating the process of building predictive analytics solutions. Open-source tools have become much more prevalent in the last few years as they enable access to this discipline to a much wider array of people thereby providing much [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[3],"tags":[654,8,245,161],"class_list":["post-7483","post","type-post","status-publish","format-standard","hentry","category-leading-stories","tag-pig","tag-predictive-analytics","tag-python","tag-r"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/7483","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\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=7483"}],"version-history":[{"count":4,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/7483\/revisions"}],"predecessor-version":[{"id":8857,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/7483\/revisions\/8857"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=7483"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=7483"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=7483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}