{"id":5745,"date":"2015-07-11T10:00:55","date_gmt":"2015-07-11T14:00:55","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=5745"},"modified":"2015-07-09T16:07:59","modified_gmt":"2015-07-09T20:07:59","slug":"10-keys-to-successful-machine-learning-for-developers","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/10-keys-to-successful-machine-learning-for-developers\/5745\/","title":{"rendered":"10 keys to successful machine learning for developers"},"content":{"rendered":"Machine learning can bring tremendous value to the applications you build, but beware the bearers of false gifts. In providing the ability to discover patterns buried deep within data, machine learning has the potential to make applications more powerful and more responsive to users\u2019 needs. Well-tuned algorithms allow value to be extracted from immense and disparate data sources without the limits of human thinking and analysis. For developers, machine learning offers the promise of applying business critical analytics to any application in order to accomplish everything from improving customer experience to providing product recommendations to serving up hyper-personalized <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/10-keys-to-successful-machine-learning-for-developers\/5745\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Machine learning can bring tremendous value to the applications you build, but beware the bearers of false gifts. In providing the ability to discover patterns buried deep within data, machine learning has the potential to make applications more powerful and more responsive to users\u2019 needs. Well-tuned algorithms allow value to be extracted from immense and [&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":[11,48],"tags":[455,243,454],"class_list":["post-5745","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand","tag-application-development","tag-machine-learning","tag-robotics"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/5745","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=5745"}],"version-history":[{"count":3,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/5745\/revisions"}],"predecessor-version":[{"id":5748,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/5745\/revisions\/5748"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=5745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=5745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=5745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}