{"id":901,"date":"2020-01-10T16:28:08","date_gmt":"2020-01-10T07:28:08","guid":{"rendered":"http:\/\/mathematicians.korea.ac.kr\/sk23\/?p=901"},"modified":"2021-06-17T14:29:03","modified_gmt":"2021-06-17T05:29:03","slug":"deep-learning-for-beginners-and-experts","status":"publish","type":"post","link":"https:\/\/mathematicians.korea.ac.kr\/sk23\/2020\/01\/10\/deep-learning-for-beginners-and-experts\/","title":{"rendered":"Deep learning for beginners and experts"},"content":{"rendered":"<p>\uc81c\ubaa9: Deep learning for beginners and experts<br \/>\n\uc77c\uc2dc: 2020\ub144 1\uc6d4 6\uc77c-21\uc77c<br \/>\n\uc7a5\uc18c: \uc544\uc0b0\uc774\ud559\uad00 633, 525<\/p>\n<p>\uc624\uc2b9\uc0c1 \uad50\uc218\ub2d8\uaed8\uc11c \ud558\uc2dc\ub294 \ub525\ub7ec\ub2dd \uc9d1\uc911\uac15\uc5f0\uc785\ub2c8\ub2e4.<\/p>\n<p>&#8211; Deep neural network<br \/>\n&#8211; Convolutional neural network (CNN)<br \/>\n&#8211; Recurrent neural network (RNN)<br \/>\n&#8211; VAE vs GAN<br \/>\n&#8211; Deep reinforcement learning<br \/>\n&#8211; Natural language processing<br \/>\n&#8211; Visual attention<br \/>\n&#8211; Graph representation learning<\/p>\n<p>\uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ud559\uacfc\ud589\uc815\uc2e4 \uac8c\uc2dc\ud310\uc744 \ucc38\uace0\ud558\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc81c\ubaa9: Deep learning for beginners and experts \uc77c\uc2dc: 2020\ub144 1\uc6d4 6\uc77c-21\uc77c \uc7a5\uc18c: \uc544\uc0b0\uc774\ud559\uad00 633, 525 \uc624\uc2b9\uc0c1 \uad50\uc218\ub2d8\uaed8\uc11c \ud558\uc2dc\ub294 \ub525\ub7ec\ub2dd \uc9d1\uc911\uac15\uc5f0\uc785\ub2c8\ub2e4. &#8211; Deep neural network &#8211; Convolutional neural network (CNN) &#8211; Recurrent neural network (RNN) &#8211; VAE vs GAN &#8211; Deep reinforcement learning &#8211; Natural language processing &#8211; Visual attention &#8211; Graph representation learning \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 &#8230; <a title=\"Deep learning for beginners and experts\" class=\"read-more\" href=\"https:\/\/mathematicians.korea.ac.kr\/sk23\/2020\/01\/10\/deep-learning-for-beginners-and-experts\/\" aria-label=\"Deep learning for beginners and experts\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">\ub354 \uc77d\uae30<\/a><\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-901","post","type-post","status-publish","format-standard","hentry","category-news-events"],"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"","distributor_original_site_url":"https:\/\/mathematicians.korea.ac.kr\/sk23","push-errors":false,"_links":{"self":[{"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/posts\/901","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/comments?post=901"}],"version-history":[{"count":3,"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/posts\/901\/revisions"}],"predecessor-version":[{"id":914,"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/posts\/901\/revisions\/914"}],"wp:attachment":[{"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/media?parent=901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/categories?post=901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mathematicians.korea.ac.kr\/sk23\/wp-json\/wp\/v2\/tags?post=901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}