{"id":2544,"date":"2019-09-07T06:34:09","date_gmt":"2019-09-07T06:34:09","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2019\/09\/07\/machine-learning-vs-statistics-vs-statistical-learning-in-one-picture\/"},"modified":"2019-09-07T06:34:09","modified_gmt":"2019-09-07T06:34:09","slug":"machine-learning-vs-statistics-vs-statistical-learning-in-one-picture","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2019\/09\/07\/machine-learning-vs-statistics-vs-statistical-learning-in-one-picture\/","title":{"rendered":"Machine Learning vs Statistics vs Statistical Learning in One Picture"},"content":{"rendered":"<p>Author: Stephanie Glen<\/p>\n<div>\n<p>Statistics, Statistical Learning, and Machine Learning are three different areas with a large amount of overlap. Despite that overlap, they are distinct fields in their own right. The following picture illustrates the difference between the three fields.<\/p>\n<p><a href=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/3541473617?profile=original\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/3541473617?profile=RESIZE_710x\" class=\"align-full\"><\/a><\/p>\n<h2>References<\/h2>\n<p><a href=\"http:\/\/faculty.marshall.usc.edu\/gareth-james\/ISL\/ISLR%20Seventh%20Printing.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">An Introduction to Statistical Learning<\/a><\/p>\n<p><a href=\"http:\/\/https:\/\/cs.brown.edu\/courses\/csci1951-a\/res\/static\/lec09_introml.pdfVERY%20BASIC%20OVERVIEW%20OF%20STATISTICS%20AND%20MACHINE%20LEARNING\" target=\"_blank\" rel=\"noopener noreferrer\">VERY BASIC OVERVIEW OF STATISTICS AND MACHINE LEARNING<\/a><\/p>\n<p><a href=\"https:\/\/onlinestats.canr.udel.edu\/machine-learning-vs-statistics\/\" target=\"_blank\" rel=\"noopener noreferrer\">MACHINE LEARNING VS. STATISTICS<\/a><\/p>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2016\/11\/machine-learning-vs-statistics.html\" target=\"_blank\" rel=\"noopener noreferrer\">Machine Learning vs. Statistics<\/a><\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/the-actual-difference-between-statistics-and-machine-learning-64b49f07ea3\" target=\"_blank\" rel=\"noopener noreferrer\">The Actual Difference Between Statistics and Machine Learning<\/a><\/p>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:883427\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Stephanie Glen Statistics, Statistical Learning, and Machine Learning are three different areas with a large amount of overlap. Despite that overlap, they are distinct [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2019\/09\/07\/machine-learning-vs-statistics-vs-statistical-learning-in-one-picture\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":459,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/2544"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=2544"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/2544\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/460"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=2544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=2544"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=2544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}