{"id":1592,"date":"2015-10-29T12:27:35","date_gmt":"2015-10-29T13:27:35","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=1592"},"modified":"2015-10-29T12:27:35","modified_gmt":"2015-10-29T13:27:35","slug":"theoretical-motivations-for-deep-learning","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/data-mining\/theoretical-motivations-for-deep-learning\/","title":{"rendered":"Theoretical Motivations for Deep Learning"},"content":{"rendered":"<div id=\"attachment_1593\" style=\"width: 235px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/rinuboney.github.io\/2015\/10\/18\/theoretical-motivations-deep-learning.html?utm_content=buffer52a37&amp;utm_medium=social&amp;utm_source=twitter.com&amp;utm_campaign=buffer\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1593\" class=\"size-full wp-image-1593\" src=\"http:\/\/sites.uac.pt\/amendes\/files\/2015\/10\/rinuBoney.png\" alt=\"clicar na imagem para seguir o link\" width=\"225\" height=\"62\" \/><\/a><p id=\"caption-attachment-1593\" class=\"wp-caption-text\">clicar na imagem para seguir o link<\/p><\/div>\n<p><span style=\"color: #ff0000\">Uma boa introdu\u00e7\u00e3o ao Deep Learning uma nova t\u00e9cnica de machine learning.<\/span><\/p>\n<p><em>This post is based on the lecture \u201c<a href=\"http:\/\/videolectures.net\/deeplearning2015_bengio_theoretical_motivations\/\">Deep Learning: Theoretical Motivations<\/a>\u201d given by <a href=\"http:\/\/www.iro.umontreal.ca\/%7Ebengioy\/yoshua_en\/index.html\">Dr. Yoshua Bengio<\/a> at <a href=\"https:\/\/sites.google.com\/site\/deeplearningsummerschool\/\">Deep Learning Summer School, Montreal 2015<\/a>. I highly recommend the lecture for a deeper understanding of the topic.<\/em><\/p>\n<p>Deep learning is a branch of machine learning algorithms based on  learning multiple levels of representation. The multiple levels of  representation corresponds to multiple levels of abstraction. This post  explores the idea that if we can successfully learn multiple levels of  representation then we can generalize well.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uma boa introdu\u00e7\u00e3o ao Deep Learning uma nova t\u00e9cnica de machine learning. This post is based on the lecture \u201cDeep Learning: Theoretical Motivations\u201d given by Dr. Yoshua Bengio at Deep Learning Summer School, Montreal 2015. I highly recommend the lecture for a deeper understanding of the topic. Deep learning is a branch of machine learning [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103,190],"tags":[191],"class_list":["post-1592","post","type-post","status-publish","format-standard","hentry","category-data-mining","category-licoes","tag-machine-learning"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1592","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=1592"}],"version-history":[{"count":2,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1592\/revisions"}],"predecessor-version":[{"id":1595,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1592\/revisions\/1595"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=1592"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=1592"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=1592"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}