{"id":511,"date":"2015-10-16T11:41:57","date_gmt":"2015-10-16T02:41:57","guid":{"rendered":"https:\/\/deeplearning.jp\/?p=511"},"modified":"2015-10-16T11:41:57","modified_gmt":"2015-10-16T02:41:57","slug":"%e6%9d%b1%e4%ba%ac%e5%a4%a7%e5%ad%a6-deep-learning%e5%9f%ba%e7%a4%8e%e8%ac%9b%e5%ba%a7-%e5%8f%97%e3%81%91%e4%bb%98%e3%81%91%e9%96%8b%e5%a7%8b","status":"publish","type":"post","link":"https:\/\/deeplearning.jp\/en\/%e6%9d%b1%e4%ba%ac%e5%a4%a7%e5%ad%a6-deep-learning%e5%9f%ba%e7%a4%8e%e8%ac%9b%e5%ba%a7-%e5%8f%97%e3%81%91%e4%bb%98%e3%81%91%e9%96%8b%e5%a7%8b\/","title":{"rendered":"2015\u5e74\u5ea6 Deep Learning\u57fa\u790e\u8b1b\u5ea7\u306e\u53d7\u3051\u4ed8\u3051\u3092\u958b\u59cb\u3057\u307e\u3057\u305f"},"content":{"rendered":"<p>Deep Learning\u57fa\u790e\u8b1b\u5ea7\u3092\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u958b\u50ac\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li>Introduction<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/ \u00a02<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>k-NN, Logistic Regression, Softmax, train\/dev\/test development<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/ \u00a09<br \/>\n\u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4<\/li>\n<li>Perceptron + Feed Forward Network<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/16<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>Gradient Descent, Stochastic Gradient Descent<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/23<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>Autoencoders \u2013 RBM<br \/>\n\u65e5\u4ed8\uff1a2015\/11\/30<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>Convolutional Neural Networks<br \/>\n\u65e5\u4ed8\uff1a2015\/12\/ \u00a07<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>Recurrent Neural Networks<br \/>\n\u65e5\u4ed8\uff1a2015\/12\/14<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>Deep Learning and Language Models<br \/>\n\u65e5\u4ed8\uff1a2015\/12\/21<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>Advanced Topics<br \/>\n\u65e5\u4ed8\uff1a2016\/ \u00a01\/14<br \/>\n\u5834\u6240\uff1aTBA<\/li>\n<li>\u767a\u8868<br \/>\n\u65e5\u4ed8\uff1a2016\/ \u00a01\/21<br \/>\n\u5834\u6240\uff1a\u6771\u4eac\u67d0\u6240\uff08\u8abf\u6574\u4e2d\uff09<\/li>\n<\/ol>\n<p>\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u596e\u3063\u3066\u3054\u53c2\u52a0\u3044\u305f\u3060\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>http:\/\/ail.tokyo\/ja\/lectures\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deep Learning\u57fa\u790e\u8b1b\u5ea7\u3092\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u958b\u50ac\u3057\u307e\u3059\u3002 Introduction \u65e5\u4ed8\uff1a2015\/11\/ \u00a02 \u5834\u6240\uff1a\u5de5\u5b66\u90e83\u53f7\u99283\u968e33\u53f7\u8b1b\u7fa9\u5ba4 k-NN, Lo <a class=\"read-more\" href=\"https:\/\/deeplearning.jp\/en\/%e6%9d%b1%e4%ba%ac%e5%a4%a7%e5%ad%a6-deep-learning%e5%9f%ba%e7%a4%8e%e8%ac%9b%e5%ba%a7-%e5%8f%97%e3%81%91%e4%bb%98%e3%81%91%e9%96%8b%e5%a7%8b\/\"> more <i class=\"fa fa-arrow-right\" aria-hidden=\"true\"><\/i><\/a><\/p>\n","protected":false},"author":5,"featured_media":4602,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[57,59,54],"tags":[],"class_list":["post-511","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","category-lecture","category-news"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"Deep Learning\u57fa\u790e\u8b1b\u5ea7\u3092\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u958b\u50ac\u3057\u307e\u3059\u3002 Introduction \u65e5\u4ed8\uff1a2015\/11\/\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"tokyail\"\/>\n\t<link rel=\"canonical\" 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