{"id":10563,"date":"2019-09-07T04:39:57","date_gmt":"2019-09-07T08:39:57","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=10563"},"modified":"2019-09-07T04:39:57","modified_gmt":"2019-09-07T08:39:57","slug":"an-easy-introduction-to-machine-learning-recommender-systems","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/an-easy-introduction-to-machine-learning-recommender-systems\/10563\/","title":{"rendered":"An Easy Introduction to Machine Learning Recommender Systems"},"content":{"rendered":"Originally published in KDNuggets, September, 2019. Recommender systems are an important class of machine learning algorithms that offer &#8220;relevant&#8221; suggestions to users. Categorized as either collaborative filtering or a content-based system, check out how these approaches work along with implementations to follow from example code. How does YouTube know what videos you\u2019ll watch? How does Google always seem to know what news you\u2019ll read? They use a\u00a0Machine Learning technique called\u00a0Recommender Systems. Practically, recommender systems encompass a class of techniques and algorithms which are able to suggest \u201crelevant\u201d items to users. Ideally, the suggested items are as relevant to <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/an-easy-introduction-to-machine-learning-recommender-systems\/10563\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in KDNuggets, September, 2019. Recommender systems are an important class of machine learning algorithms that offer &#8220;relevant&#8221; suggestions to users. Categorized as either collaborative filtering or a content-based system, check out how these approaches work along with implementations to follow from example code. How does YouTube know what videos you\u2019ll watch? How does [&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":[11,48],"tags":[],"class_list":["post-10563","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/10563","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=10563"}],"version-history":[{"count":1,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/10563\/revisions"}],"predecessor-version":[{"id":10567,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/10563\/revisions\/10567"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=10563"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=10563"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=10563"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}