{"id":345,"date":"2019-03-06T14:41:09","date_gmt":"2019-03-06T14:41:09","guid":{"rendered":"http:\/\/blogs.kent.ac.uk\/pgrseminars\/?p=345"},"modified":"2019-03-06T14:41:21","modified_gmt":"2019-03-06T14:41:21","slug":"08-february-alex-diana-stats","status":"publish","type":"post","link":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/2019\/03\/06\/08-february-alex-diana-stats\/","title":{"rendered":"08 March ~ Alex Diana (Stats)"},"content":{"rendered":"<p>Title: An overview of Deep Learning.<\/p>\n<p>&nbsp;<\/p>\n<p>Abstract: Have you ever wondered how Google&#8217;s models can perform speech recognition, image classification and robotic manipulation? The answer is deep learning, a subset of machine learning aimed at solving extremely challenging tasks using large amount of observations, which would be infeasible using all the older techniques. In this talk, I will give an overview of the quintessential deep learning model, the deep feedforward network, how to train this model, and how this model can be adapted to each specific application.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Title: An overview of Deep Learning. &nbsp; Abstract: Have you ever wondered how Google&#8217;s models can perform speech recognition, image classification and robotic manipulation? The &hellip; <a href=\"https:\/\/blogs.kent.ac.uk\/pgrseminars\/2019\/03\/06\/08-february-alex-diana-stats\/\">Read&nbsp;more<\/a><\/p>\n","protected":false},"author":57430,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[170526],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/posts\/345"}],"collection":[{"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/users\/57430"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/comments?post=345"}],"version-history":[{"count":2,"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/posts\/345\/revisions"}],"predecessor-version":[{"id":347,"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/posts\/345\/revisions\/347"}],"wp:attachment":[{"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/media?parent=345"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/categories?post=345"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.kent.ac.uk\/pgrseminars\/wp-json\/wp\/v2\/tags?post=345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}