{"id":4081,"date":"2021-10-08T11:41:26","date_gmt":"2021-10-08T03:41:26","guid":{"rendered":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=4081"},"modified":"2022-01-13T09:58:59","modified_gmt":"2022-01-13T01:58:59","slug":"%e9%9b%b2%e7%ab%af%e6%b7%b1%e5%ba%a6%e5%ad%b8%e7%bf%922-0-%e7%b7%9a%e4%b8%8a%e8%ae%80%e6%9b%b8%e6%9c%83%e7%b3%bb%e5%88%97","status":"publish","type":"page","link":"https:\/\/bap2.cm.nsysu.edu.tw\/?page_id=4081","title":{"rendered":"\u96f2\u7aef\u6df1\u5ea6\u5b78\u7fd22.0 \u7dda\u4e0a\u8b80\u66f8\u6703\u7cfb\u5217"},"content":{"rendered":"
01.\u4eba\u5de5\u667a\u6167\u5728\u96f2\u7aef<\/b><\/h6>\n

? \u65e5\u671f<\/b>\uff1a 2021\/10\/12 (\u4e8c)
\n? \u6642\u9593<\/b>\uff1a 17:10 ~ 18:30
\n? \u6d3b\u52d5\u65b9\u5f0f<\/b>\uff1a \u6559\u5ba4\u805a\u6703 \u793e1004 + \u7dda\u4e0a\u76f4\u64ad<\/a> https:\/\/youtu.be\/XumnRkttM2I
\n?\u200d? \u5206\u4eab\u8005<\/b>\uff1a\u5353\u96cd\u7136<\/a> tonychuo@mail.nsysu.edu.tw
\n? \u5831\u540d\u65b9\u5f0f<\/b>\uff1a \u8acb\u6309\u8b9a\u8ffd\u8e64 R.Colab\u7c89\u7d72\u5718<\/a> \u4ee5\u63a5\u6536\u6d3b\u52d5\u8cc7\u8a0a<\/p>\n

? \u5167\u5bb9\u5927\u7db1<\/u><\/b>\uff1a
\n\u203b \u4eba\u5de5\u667a\u6167\u8207\u795e\u7d93\u7db2\u8def\u7c21\u4ecb[ pptx<\/a> ]
\n\u203b \u795e\u7d93\u7db2\u8def\u7dda\u4e0a\u6a21\u64ec\u5de5\u5177 [ url<\/a> ]
\n\u203b Colab\uff1a\u5728\u96f2\u7aef\u7684\u4eba\u5de5\u667a\u6167\u958b\u767c\u74b0\u5883 [ colab.to\/r<\/a> ]
\n\u203b \u624b\u5beb\u5b57\u9ad4\u8fa8\u8b58\uff1a\u6700\u7c21\u55ae\u7684\u795e\u7d93\u7db2\u8def\u61c9\u7528 [ colab notebook<\/a> ]<\/p>\n

\n
\u793e\u5718\u4e3b\u65e8<\/b><\/h6>\n

\u74b0\u5883\u8a2d\u7f6e\u548c\u7a0b\u5f0f\u8a9e\u8a00\uff0c\u662f\u975e\u5de5\u7a0b\u80cc\u666f\u7684\u540c\u5b78\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u6700\u5927\u7684\u9032\u5165\u969c\u7919\uff0cGoogle Colab \u6700\u8fd1\u63a8\u51fa\u7684R-Kernel\uff0c\u5c0d\u6703R\u7684\u540c\u5b78\u4f86\u8aaa\u771f\u662f\u6700\u5927\u7684\u798f\u97f3\uff1b\u5b83\u4e0d\u9700\u8981\u52a0\u88dd\u8edf\u786c\u9ad4\uff0c\u900f\u904e\u700f\u89bd\u5668\u5c31\u53ef\u4ee5\u5728\u96f2\u7aef\u505a\u6df1\u5ea6\u5b78\u7fd2\uff0cGoogle\u9084\u6703\u96a8\u6642\u66f4\u65b0\u6280\u8853\u5957\u4ef6\uff0c\u8b93\u4f7f\u7528\u8005\u4e0d\u7528\u64d4\u5fc3\u8edf\u9ad4\u5347\u7248\u548c\u76f8\u5bb9\u6027\u554f\u984c\uff0c\u900f\u904eColab\u6211\u5011\u9084\u80fd\u7df4\u7fd2\u4f7f\u7528\u6bd4GPU\u5feb10\u500d\u7684TPU\u5be6\u505a\u6700\u65b0\u7684\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u8b93\u975e\u6280\u8853\u80cc\u666f\u7684\u540c\u5b78\u4e5f\u80fd\u89aa\u8eab\u9ad4\u9a57\u8cc7\u6599\u79d1\u5b78\u7684\u6280\u8853\u524d\u7de3\u3002\u56e0\u6b64\uff0c\u6211\u5011\u5e0c\u671b\u6210\u7acb\u4e00\u500b\u4e92\u52a9\u5b78\u7fd2\u793e\u5718\uff0c\u9996\u5148\u5e36\u9818\u540c\u5b78\u4f7f\u7528Google Colab\u7684R-Kernel\uff0c\u4e4b\u5f8c\u6bcf\u4e00\u5468\u5728R\u7684\u74b0\u5883\u4e0b\u7528Code Review\u7684\u65b9\u5f0f\uff0c\u9678\u7e8c\u4ecb\u7d39\u5404\u7a2e\u4eba\u5de5\u667a\u6167\u6a21\u578b\u548c\u8f49\u63db\u5b78\u7fd2\u7684\u505a\u6cd5\uff0c\u8b93\u6240\u6709\u6240\u6709\u5b78\u904eR\u7684\u540c\u5b78\uff0c\u90fd\u6709\u6a5f\u6703\u80fd\u9032\u4e00\u6b65\u5b78\u7fd2\u3001\u61c9\u7528\u4eba\u5de5\u667a\u6167\u6280\u8853\u3002<\/p>\n

 <\/p>\n

\u793e\u5718\u8cc7\u8a0a<\/b><\/h6>\n

\u805a\u6703\u6642\u9593\uff1a\u6bcf\u9031\u4e8c17:00-19:00
\n\u5c0f\u7d44\u7d44\u54e1\u4e0a\u9650\uff1a15\u4eba
\n\u6307\u5c0e\u8001\u5e2b\uff1a \u5353\u96cd\u7136\u8001\u5e2b
\n? \u793e\u5718\u7db2\u7ad9\uff1a sites.google.com\/view\/r-colab\/r-colab<\/a>
\n? \u8acb\u6309\u8b9a\u8ffd\u8e64 R.Colab\u7c89\u7d72\u5718<\/a> \u4ee5\u63a5\u6536\u6d3b\u52d5\u8cc7\u8a0a<\/p>\n

 <\/p>\n

\u5b78\u7fd2\u4e3b\u984c<\/b><\/h6>\n

\u203b Colab.to\/R\uff1a\u900f\u904e\u700f\u89bd\u5668\u5728\u96f2\u7aef\u505a\u6df1\u5ea6\u5b78\u7fd2\uff0c\u4e0d\u9700\u8981\u52a0\u88dd\u8edf\u786c\u9ad4
\n\u203b R\/Keras\/TF in Colab\uff1a\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684\u6280\u8853\uff0c\u4e0d\u7528\u64d4\u5fc3\u8edf\u9ad4\u5347\u7248\u548c\u76f8\u5bb9\u6027\u554f\u984c
\n\u203b \u904b\u7528\u8f49\u63db\u5b78\u7fd2(Transfer Learning)\uff0c\u4e0d\u7528\u81ea\u5df1\u5efa\u6a21\uff0c\u4e5f\u53ef\u4ee5\u61c9\u7528\u4eba\u5de5\u667a\u6167
\n\u203b \u7df4\u7fd2\u4f7f\u7528\u6bd4GPU\u5feb10\u500d\u7684TPU\u3001\u6700\u65b0\u7684\u6587\u5b57\u5206\u6790\u6280\u8853\u548c\u5176\u5b83\u7684\u6df1\u5ea6\u5b78\u7fd2\u61c9\u7528<\/p>\n

 <\/p>\n

\u4e3b\u8981\u5b78\u7fd2\u6750\u6599<\/b><\/h6>\n

\u203b Chollet Franc\u0327ois, & Allaire, J. J. (2018). Deep learning with R. Manning Publication
\n\u203b Chollet Franc\u0327ois, & Allaire, J. J. (2018). Deep learning with R [ Github<\/a> ]
\n\u203b Chollet Franc\u0327ois (2018). Deep learning with Python [ Github<\/a> ]<\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

01.\u4eba\u5de5\u667a\u6167\u5728\u96f2\u7aef ? \u65e5\u671f\uff1a 2021\/10\/12 (\u4e8c) ? \u6642\u9593\uff1a 17:10 ~ 18:30 ? \u6d3b\u52d5\u65b9\u5f0f\uff1a \u6559\u5ba4\u805a\u6703 \u793e1004 + \u7dda\u4e0a\u76f4\u64ad https:\/\/youtu.be\/XumnRkttM2I ?\u200d? \u5206\u4eab\u8005\uff1a\u5353\u96cd\u7136 tonychuo@mail.nsysu.edu.tw ? \u5831\u540d\u65b9\u5f0f\uff1a \u8acb\u6309\u8b9a\u8ffd\u8e64 R.Colab\u7c89\u7d72\u5718 \u4ee5\u63a5\u6536\u6d3b\u52d5\u8cc7\u8a0a ? \u5167\u5bb9\u5927\u7db1\uff1a \u203b \u4eba\u5de5\u667a\u6167\u8207\u795e\u7d93\u7db2\u8def\u7c21\u4ecb[ pptx ] \u203b \u795e\u7d93\u7db2\u8def\u7dda\u4e0a\u6a21\u64ec\u5de5\u5177 [ url ] \u203b Colab\uff1a\u5728\u96f2\u7aef\u7684\u4eba\u5de5\u667a\u6167\u958b\u767c\u74b0\u5883 [ colab.to\/r ] \u203b \u624b\u5beb\u5b57\u9ad4\u8fa8\u8b58\uff1a\u6700\u7c21\u55ae\u7684\u795e\u7d93\u7db2\u8def\u61c9\u7528 [ colab notebook ] \u793e\u5718\u4e3b\u65e8 \u74b0\u5883\u8a2d\u7f6e\u548c\u7a0b\u5f0f\u8a9e\u8a00\uff0c\u662f\u975e\u5de5\u7a0b\u80cc\u666f\u7684\u540c\u5b78\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u6700\u5927\u7684\u9032\u5165\u969c\u7919\uff0cGoogle Colab \u6700\u8fd1\u63a8\u51fa\u7684R-Kernel\uff0c\u5c0d\u6703R\u7684\u540c\u5b78\u4f86\u8aaa\u771f\u662f\u6700\u5927\u7684\u798f\u97f3\uff1b\u5b83\u4e0d\u9700\u8981\u52a0\u88dd\u8edf\u786c\u9ad4\uff0c\u900f\u904e\u700f\u89bd\u5668\u5c31\u53ef\u4ee5\u5728\u96f2\u7aef\u505a\u6df1\u5ea6\u5b78\u7fd2\uff0cGoogle\u9084\u6703\u96a8\u6642\u66f4\u65b0\u6280\u8853\u5957\u4ef6\uff0c\u8b93\u4f7f\u7528\u8005\u4e0d\u7528\u64d4\u5fc3\u8edf\u9ad4\u5347\u7248\u548c\u76f8\u5bb9\u6027\u554f\u984c\uff0c\u900f\u904eColab\u6211\u5011\u9084\u80fd\u7df4\u7fd2\u4f7f\u7528\u6bd4GPU\u5feb10\u500d\u7684TPU\u5be6\u505a\u6700\u65b0\u7684\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u8b93\u975e\u6280\u8853\u80cc\u666f\u7684\u540c\u5b78\u4e5f\u80fd\u89aa\u8eab\u9ad4\u9a57\u8cc7\u6599\u79d1\u5b78\u7684\u6280\u8853\u524d\u7de3\u3002\u56e0\u6b64\uff0c\u6211\u5011\u5e0c\u671b\u6210\u7acb\u4e00\u500b\u4e92\u52a9\u5b78\u7fd2\u793e\u5718\uff0c\u9996\u5148\u5e36\u9818\u540c\u5b78\u4f7f\u7528Google Colab\u7684R-Kernel\uff0c\u4e4b\u5f8c\u6bcf\u4e00\u5468\u5728R\u7684\u74b0\u5883\u4e0b\u7528Code Review\u7684\u65b9\u5f0f\uff0c\u9678\u7e8c\u4ecb\u7d39\u5404\u7a2e\u4eba\u5de5\u667a\u6167\u6a21\u578b\u548c\u8f49\u63db\u5b78\u7fd2\u7684\u505a\u6cd5\uff0c\u8b93\u6240\u6709\u6240\u6709\u5b78\u904eR\u7684\u540c\u5b78\uff0c\u90fd\u6709\u6a5f\u6703\u80fd\u9032\u4e00\u6b65\u5b78\u7fd2\u3001\u61c9\u7528\u4eba\u5de5\u667a\u6167\u6280\u8853\u3002   \u793e\u5718\u8cc7\u8a0a \u805a\u6703\u6642\u9593\uff1a\u6bcf\u9031\u4e8c17:00-19:00 \u5c0f\u7d44\u7d44\u54e1\u4e0a\u9650\uff1a15\u4eba \u6307\u5c0e\u8001\u5e2b\uff1a \u5353\u96cd\u7136\u8001\u5e2b ? \u793e\u5718\u7db2\u7ad9\uff1a sites.google.com\/view\/r-colab\/r-colab ? \u8acb\u6309\u8b9a\u8ffd\u8e64 R.Colab\u7c89\u7d72\u5718 \u4ee5\u63a5\u6536\u6d3b\u52d5\u8cc7\u8a0a   \u5b78\u7fd2\u4e3b\u984c \u203b Colab.to\/R\uff1a\u900f\u904e\u700f\u89bd\u5668\u5728\u96f2\u7aef\u505a\u6df1\u5ea6\u5b78\u7fd2\uff0c\u4e0d\u9700\u8981\u52a0\u88dd\u8edf\u786c\u9ad4 \u203b R\/Keras\/TF in Colab\uff1a\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684\u6280\u8853\uff0c\u4e0d\u7528\u64d4\u5fc3\u8edf\u9ad4\u5347\u7248\u548c\u76f8\u5bb9\u6027\u554f\u984c \u203b \u904b\u7528\u8f49\u63db\u5b78\u7fd2(Transfer Learning)\uff0c\u4e0d\u7528\u81ea\u5df1\u5efa\u6a21\uff0c\u4e5f\u53ef\u4ee5\u61c9\u7528\u4eba\u5de5\u667a\u6167 \u203b \u7df4\u7fd2\u4f7f\u7528\u6bd4GPU\u5feb10\u500d\u7684TPU\u3001\u6700\u65b0\u7684\u6587\u5b57\u5206\u6790\u6280\u8853\u548c\u5176\u5b83\u7684\u6df1\u5ea6\u5b78\u7fd2\u61c9\u7528   \u4e3b\u8981\u5b78\u7fd2\u6750\u6599 \u203b Chollet Franc\u0327ois, & Allaire, J. J. (2018). Deep learning with R. Manning Publication \u203b Chollet Franc\u0327ois, & Allaire, J. J. (2018). Deep learning with R [ Github ] \u203b Chollet Franc\u0327ois (2018). Deep learning with Python [ Github ]  <\/p>\n","protected":false},"author":2,"featured_media":4083,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-4081","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4081","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4081"}],"version-history":[{"count":20,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4081\/revisions"}],"predecessor-version":[{"id":4444,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/pages\/4081\/revisions\/4444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=\/wp\/v2\/media\/4083"}],"wp:attachment":[{"href":"https:\/\/bap2.cm.nsysu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}