{"id":4070,"date":"2017-06-21T11:50:00","date_gmt":"2017-06-21T16:50:00","guid":{"rendered":"http:\/\/hoolihan.net\/blog-tim\/?p=4070"},"modified":"2017-06-21T10:45:35","modified_gmt":"2017-06-21T15:45:35","slug":"r-tutorial-videos-published","status":"publish","type":"post","link":"http:\/\/hoolihan.net\/blog-tim\/2017\/06\/21\/r-tutorial-videos-published\/","title":{"rendered":"R Machine Learning Tutorial Videos Published"},"content":{"rendered":"<p>I&#8217;ve been creating a video series on machine learning in R. Two videos are up and there is a third on the way. <\/p>\n<h2>Getting Started<\/h2>\n<p>The first video series is a Getting Started series that looks at predicting continuous values, classification, and other first steps into modeling. I start with using the algorithms directly, and finish with the caret package. It&#8217;s <a href=\"https:\/\/www.packtpub.com\/big-data-and-business-intelligence\/getting-started-machine-learning-r-video\" target=\"_blank\">available here<\/a>.<\/p>\n<p><a href=\"https:\/\/www.packtpub.com\/all?search=Hoolihan\" target=\"_blank\"><figure id=\"attachment_4072\" aria-describedby=\"caption-attachment-4072\" style=\"width: 1003px\" class=\"wp-caption alignnone\"><a href=\"http:\/\/hoolihan.net\/blog-tim\/wp-content\/uploads\/2017\/06\/Screen-Shot-2017-06-21-at-11.40.24-AM.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/hoolihan.net\/blog-tim\/wp-content\/uploads\/2017\/06\/Screen-Shot-2017-06-21-at-11.40.24-AM.png\" alt=\"A screen capture of the course\" width=\"1003\" height=\"568\" class=\"size-full wp-image-4072\" srcset=\"http:\/\/hoolihan.net\/blog-tim\/wp-content\/uploads\/2017\/06\/Screen-Shot-2017-06-21-at-11.40.24-AM.png 1003w, http:\/\/hoolihan.net\/blog-tim\/wp-content\/uploads\/2017\/06\/Screen-Shot-2017-06-21-at-11.40.24-AM-300x170.png 300w, http:\/\/hoolihan.net\/blog-tim\/wp-content\/uploads\/2017\/06\/Screen-Shot-2017-06-21-at-11.40.24-AM-768x435.png 768w\" sizes=\"auto, (max-width: 1003px) 100vw, 1003px\" \/><\/a><figcaption id=\"caption-attachment-4072\" class=\"wp-caption-text\">A screen capture of the course<\/figcaption><\/figure><\/a><\/p>\n<h2>Advanced Algorithms<\/h2>\n<p>The second video series is picks up on more advanced algorithms and techniques, for example random forests, support vector machines, clustering and text processing. I tried to focus on fairly serious data sets that might resemble the type you would use in the real world. The second video series <a href=\"https:\/\/www.packtpub.com\/big-data-and-business-intelligence\/machine-learning-using-advanced-algorithms-and-visualization-r-vi\" target=\"_blank\">is available here<\/a>.<\/p>\n<p>The third video series is still in production and <a href=\"https:\/\/www.packtpub.com\/all?search=Hoolihan\" target=\"_blank\">will be available here<\/a> when it launches.<\/p>\n<p>Happy learning!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I&#8217;ve been creating a video series on machine learning in R. Two videos are up and there is a third on the way. Getting Started The first video series is a Getting Started series that looks at predicting continuous values, classification, and other first steps into modeling. I start with using the algorithms directly, and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4070","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/posts\/4070","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/comments?post=4070"}],"version-history":[{"count":0,"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/posts\/4070\/revisions"}],"wp:attachment":[{"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/media?parent=4070"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/categories?post=4070"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/hoolihan.net\/blog-tim\/wp-json\/wp\/v2\/tags?post=4070"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}