{"id":1787,"date":"2020-02-07T15:08:03","date_gmt":"2020-02-07T07:08:03","guid":{"rendered":"https:\/\/many.onlineablog.com\/bookshop\/2020\/02\/07\/0010822932\/"},"modified":"2020-02-07T15:08:03","modified_gmt":"2020-02-07T07:08:03","slug":"0010822932","status":"publish","type":"post","link":"https:\/\/many.onlineablog.com\/bookshop\/2020\/02\/07\/0010822932\/","title":{"rendered":"2020\u535a\u5ba2\u4f86\u66a2\u92b7\u6392\u884c\u66f8\u63a8\u85a6-Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c\u7db2\u8def\u4fbf\u5b9c\u8cfc\u8cb7\u63a8\u85a6"},"content":{"rendered":"

\u82f1\u6587\u5927\u5e2b \u795e\u7d1a\u4ee3\u8868\u4f5c\u63a8\u85a6:<\/p>\n

\"\"<\/a><\/p>\n

\u4f60\u5728\u627e\u535a\u5ba2\u4f86-Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c\u54ea\u88e1\u8cb7\u55ce?
\n\u535a\u5ba2\u4f86-Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010822932?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n<\u9ede\u64ca\u9019\u88e1\u5feb\u901f\u524d\u5f80\u8cfc\u8cb7><\/span><\/strong><\/span><\/a>
\n\u60f3\u8981\u8cfc\u8cb7\u53ef\u4ee5\u9ede\u64ca\u4e0b\u9762\u6587\u5b57\u6216\u662f\u5716\u7247\u9032\u884c\u8cfc\u8cb7\u5594!
\n\"\"<\/a>
\n\u4e0b\u9762\u662f\u535a\u5ba2\u4f86\u7db2\u7ad9!\u8a02\u8cfc\u5feb\u901f\u5b89\u5168\u53c8\u65b9\u4fbf\u5594!
\n <\/a>
\n\u535a\u5ba2\u4f86\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010822932?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n\u2192\u2192\u2192\u2192\u66f4\u591a\u8a73\u7d30”Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c”\u4ecb\u7d39\u8acb\u9ede\u6211<\/span><\/a>
\n<\/a>
\n <\/a>
\n\u535a\u5ba2\u4f86-Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010822932?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n\u5546\u54c1\u8aaa\u660e<\/b>: Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c
\n\u5546\u54c1\u63cf\u8ff0<\/b>: \u66f8\u540d\uff1aDeep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c\uff0c\u539f\u6587\u540d\u7a31\uff1aDeep Learning with Python, 1st edition\uff0c\u8a9e\u8a00\uff1a\u7e41\u9ad4\u4e2d\u6587\uff0cISBN\uff1a9789863125501\uff0c\u9801\u6578\uff1a504\uff0c\u51fa\u7248\u793e\uff1a\u65d7\u6a19\uff0c\u4f5c\u8005\uff1aFran\u00e7ois Chollet\uff0c\u8b6f\u8005\uff1a\u8449\u6b23\u777f\uff0c\u51fa\u7248\u65e5\u671f\uff1a2019\/05\/31\uff0c\u985e\u5225\uff1a\u96fb\u8166\u8cc7\u8a0a
\n\u5546\u54c1\u7c21\u4ecb<\/b>:
\n\u3000\u3000\u7528 Python + Keras \u5be6\u8e10\u6df1\u5ea6\u5b78\u7fd2, \u89e3\u958b\u795e\u7d93\u7db2\u8def\u6a21\u578b\u7684\u9ed1\u76d2\u5b50<\/strong><\/p>\n

\u3000\u3000\u5728\u9ad8\u968e\u51fd\u5f0f\u5eab Keras \u7684\u5e6b\u52a9\u4e0b, \u7528 6 \u884c\u7a0b\u5f0f\u5c31\u53ef\u5beb\u4e00\u96bb\u6df1\u5ea6\u5b78\u7fd2\u795e\u7d93\u7db2\u8def\u7684\u7a0b\u5f0f, \u5efa\u69cb\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u5c31\u50cf\u73a9\u6a02\u9ad8\u7a4d\u6728\u4e00\u6a23, \u53ef\u4ee5\u8f15\u6613\u5c07\u5404\u7a2e\u795e\u7d93\u7db2\u8def\u7d44\u5408\u5728\u4e00\u8d77, \u800c\u6bcf\u4e00\u7a2e\u6a21\u578b\u53ef\u7528\u4f86\u89e3\u6c7a\u4e0d\u540c\u7684\u554f\u984c\u3002<\/p>\n

\u3000\u3000\u6b63\u5b97 Keras \u5927\u795e\u8457\u4f5c\uff0c\u6b63\u9ad4\u4e2d\u6587\u7248\u91cd\u78c5\u767b\u5834<\/strong><\/p>\n

\u3000\u3000\u672c\u66f8\u70ba Keras \u4e4b\u7236 Fran\u00e7ois Chollet \u89aa\u81ea\u64b0\u5beb, \u8a73\u7d30\u89e3\u8aaa\u795e\u7d93\u7db2\u8def\u6bcf\u4e00\u5c64\u7684\u67b6\u69cb\u8207\u539f\u7406, \u4e26\u4e0d\u6642\u63d0\u4f9b\u500b\u4eba\u7d93\u9a57\u7d2f\u7a4d\u800c\u6210\u7684\u771f\u77e5\u707c\u898b, \u5e36\u9818\u8b80\u8005\u719f\u6089\u6a5f\u5668\u5b78\u7fd2\u7684\u6a19\u6e96\u5de5\u4f5c\u6d41\u7a0b, \u4e26\u4e86\u89e3\u5982\u4f55\u4f7f\u7528 Keras \u89e3\u6c7a\u5f9e\u96fb\u8166\u8996\u89ba\u5230\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u5404\u7a2e\u5be6\u52d9\u554f\u984c, \u4f8b\u5982\u5716\u50cf\u5206\u985e\u3001\u6642\u9593\u5e8f\u5217\u9810\u6e2c\u3001\u60c5\u611f\u5206\u6790\u3001\u5716\u50cf\u548c\u6587\u5b57\u8cc7\u6599\u7684\u751f\u6210…\u7b49, \u6700\u6709\u6548\u7387\u5be6\u4f5c\u51fa\u53ef\u7528\u7684\u6a21\u578b, \u7d55\u5c0d\u662f\u6a5f\u5668\u5b78\u7fd2\u3001\u8cc7\u6599\u79d1\u5b78\u3001\u4eba\u5de5\u667a\u6167\u5f9e\u696d\u4eba\u54e1\u5fc5\u8b80\u7684\u7d93\u5178\u4e4b\u4f5c\u3002<\/p>\n

\u3000\u3000\u6700\u5f8c\u5f15\u8ff0 Fran\u00e7ois Chollet \u5728\u66f8\u4e2d\u6240\u8aaa\uff1a\u6df1\u5ea6\u5b78\u7fd2\u4e26\u4e0d\u96e3, \u53ea\u662f\u53c8\u591a\u53c8\u96dc, \u9019\u672c\u66f8\u5c31\u662f\u5e0c\u671b\u80fd\u5920\u63d0\u4f9b\u66f4\u591a\u4eba\u77ad\u89e3\u6df1\u5ea6\u5b78\u7fd2\u7684\u7b2c\u4e00\u6b65\u3002\u9019\u4e0d\u8868\u793a\u6211\u5011\u6703\u628a\u8907\u96dc\u7684\u5167\u5bb9\u7c21\u5316 (\u56e0\u70ba\u9019\u4e9b\u90fd\u662f\u6df1\u5ea6\u5b78\u7fd2\u6240\u5fc5\u9700\u7684), \u800c\u662f\u5e0c\u671b\u5404\u4f4d\u4e0d\u8981\u64d4\u5fc3\u6df1\u5ea6\u5b78\u7fd2\u592a\u904e\u65bc\u56f0\u96e3\u800c\u88f9\u8db3\u4e0d\u524d\u3002\u5e0c\u671b\u4f60\u80fd\u5920\u767c\u73fe\u672c\u66f8\u7684\u50f9\u503c, \u4e26\u8ddf\u8457\u672c\u66f8\u9010\u6b65\u5efa\u69cb\u5c6c\u65bc\u4f60\u7684\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7a0b\u5f0f\u3002<\/p>\n

\u3000\u3000\u25a0 CNN \u2013 \u7528\u65bc\u96fb\u8166\u8996\u89ba\u7684\u6df1\u5ea6\u5b78\u7fd2
\n\u3000\u3000\u25a0 RNN \u2013 \u7528\u65bc\u6587\u5b57\u8207\u5e8f\u5217\u8cc7\u6599\u7684\u6df1\u5ea6\u5b78\u7fd2
\n\u3000\u3000\u25a0 LSTM\u3001VAE \u8207 DeepDream
\n\u3000\u3000\u25a0 \u795e\u7d93\u98a8\u683c\u8f49\u63db
\n\u3000\u3000\u25a0 GAN \u751f\u6210\u5c0d\u6297\u795e\u7d93\u7db2\u8def
\n\u3000\u3000\u25a0 \u6a5f\u5668\u5b78\u7fd2\u8207\u795e\u7d93\u7db2\u8def
\n\u3000\u3000\u25a0 \u5f35\u91cf Tensor \u8207\u5f35\u91cf\u904b\u7b97
\n\u3000\u3000\u25a0 Keras API\u3001callbacks \u8207 TensorBoard
\n\u3000\u3000\u25a0 \u8d85\u53c3\u6578\u512a\u5316\u8207\u6a21\u578b\u96c6\u6210<\/p>\n

\u3000\u3000\u672c\u66f8\u76f8\u95dc\u8cc7\u6e90\u7db2\u9801\u5982\u4e0b, \u8acb\u767b\u9304\u4e0b\u8f09\u7bc4\u4f8b\u7a0b\u5f0f\u53ca Bonus\uff1a
\n\u3000\u3000www.flag.com.tw\/bk\/t\/f9379<\/p>\n

\u3000\u3000\u4e5f\u6b61\u8fce\u52a0\u5165\u672c\u66f8\u793e\u7fa4, \u548c\u6280\u8853\u8005\u5011\u76f4\u63a5\u5c0d\u8a71\uff01
\n\u3000\u3000\u300c\u5f9e\u505a\u4e2d\u5b78 Learning by doing\u300d\u7c89\u7d72\u5c08\u9801
\n\u3000\u3000(www.facebook.com\/flaglearningbydoing\/)<\/p>\n

\u672c\u66f8\u7279\u8272<\/strong>
\n\u00a0
\n\u3000\u3000\u672c\u66f8\u7531\u65bd\u5a01\u9298\u7814\u7a76\u5ba4 \u76e3\u4fee, \u66f8\u4e2d\u6703\u91dd\u5c0d\u539f\u66f8\u6240\u63d0\u53ca\u7684\u80cc\u666f\u77e5\u8b58\u505a\u88dc\u5145, \u6240\u6709\u7a0b\u5f0f\u5747\u7d93\u904e\u5be6\u969b\u57f7\u884c\u6e2c\u8a66, \u4e26\u9069\u7576\u6dfb\u52a0\u8a3b\u89e3\u8207\u7a0b\u5f0f\u78bc, \u5e6b\u52a9\u8b80\u8005\u80fd\u66f4\u52a0\u7406\u89e3\u7a0b\u5f0f\u5167\u5bb9\u3002
\n Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c<\/a>
\n\u5546\u54c1\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010822932?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a><\/p>\n

\u66f4\u591a\u76f8\u95dc\u5546\u54c1\u4ecb\u7d39:
\n1.<\/em>\"Python\u6a5f\u5668\u5b78\u7fd2\u8207\u6df1\u5ea6\u5b78\u7fd2\u7279\u8a13\u73ed\uff1a\u770b\u5f97\u61c2\u4e5f\u6703\u505a\u7684AI\u4eba\u5de5\u667a\u6167\u5be6\u6230(\u9644120\u5206\u9418\u5f71\u97f3\u6559\u5b78\/\u7bc4\u4f8b\u7a0b\u5f0f)\"<\/a>
\nPython\u6a5f\u5668\u5b78\u7fd2\u8207\u6df1\u5ea6\u5b78\u7fd2\u7279\u8a13\u73ed\uff1a\u770b\u5f97\u61c2\u4e5f\u6703\u505a\u7684AI\u4eba\u5de5\u667a\u6167\u5be6\u6230(\u9644120\u5206\u9418\u5f71\u97f3\u6559\u5b78\/\u7bc4\u4f8b\u7a0b\u5f0f)<\/a>
\n2.<\/em>
\nPython\u5927\u6578\u64da\u7279\u8a13\u73ed\uff1a\u8cc7\u6599\u81ea\u52d5\u5316\u6536\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u3001\u5132\u5b58\u8207\u61c9\u7528\u5be6\u6230(\u9644\u8fd1300\u5206\u9418\u5f71\u97f3\u6559\u5b78\uff0f\u7bc4\u4f8b\u7a0b\u5f0f)<\/a>
\n3.<\/em>
\nDeep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c<\/a>
\n4.<\/em>
\n\u8f15\u9b06\u5b78\u6703Google TensorFlow 2.0\u4eba\u5de5\u667a\u6167\u6df1\u5ea6\u5b78\u7fd2\u5be6\u4f5c\u958b\u767c\uff08\u7b2c\u4e8c\u7248\uff09<\/a>
\n5.<\/em>
\n\u70ba\u4f60\u81ea\u5df1\u5b78Git<\/a><\/p>\n

1.<\/em>
\n\"Python\u6a5f\u5668\u5b78\u7fd2\u8207\u6df1\u5ea6\u5b78\u7fd2\u7279\u8a13\u73ed\uff1a\u770b\u5f97\u61c2\u4e5f\u6703\u505a\u7684AI\u4eba\u5de5\u667a\u6167\u5be6\u6230(\u9644120\u5206\u9418\u5f71\u97f3\u6559\u5b78\/\u7bc4\u4f8b\u7a0b\u5f0f)\"<\/a>
\nPython\u6a5f\u5668\u5b78\u7fd2\u8207\u6df1\u5ea6\u5b78\u7fd2\u7279\u8a13\u73ed\uff1a\u770b\u5f97\u61c2\u4e5f\u6703\u505a\u7684AI\u4eba\u5de5\u667a\u6167\u5be6\u6230(\u9644120\u5206\u9418\u5f71\u97f3\u6559\u5b78\/\u7bc4\u4f8b\u7a0b\u5f0f)<\/a>
\n2.<\/em>
\n\"Deep<\/a>
\nDeep Learning\uff1a\u7528Python\u9032\u884c\u6df1\u5ea6\u5b78\u7fd2\u7684\u57fa\u790e\u7406\u8ad6\u5be6\u4f5c<\/a>
\n3.<\/em>
\n\"\u6df1\u5ea6\u5b78\u7fd2\u5165\u9580\u6559\u5ba4\uff1a6\u5802\u57fa\u790e\u8ab2\u7a0b+Python\u5be6\u4f5c\u7df4\u7fd2\uff0cDeep<\/a>
\n\u6df1\u5ea6\u5b78\u7fd2\u5165\u9580\u6559\u5ba4\uff1a6\u5802\u57fa\u790e\u8ab2\u7a0b+Python\u5be6\u4f5c\u7df4\u7fd2\uff0cDeep Learning\u3001\u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u7684\u7406\u8ad6\u548c\u61c9\u7528\u5168\u5716\u89e3<\/a>
\n4.<\/em>
\n\"Python\u5927\u6578\u64da\u7279\u8a13\u73ed\uff1a\u8cc7\u6599\u81ea\u52d5\u5316\u6536\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u3001\u5132\u5b58\u8207\u61c9\u7528\u5be6\u6230(\u9644\u8fd1300\u5206\u9418\u5f71\u97f3\u6559\u5b78\uff0f\u7bc4\u4f8b\u7a0b\u5f0f)\"<\/a>
\nPython\u5927\u6578\u64da\u7279\u8a13\u73ed\uff1a\u8cc7\u6599\u81ea\u52d5\u5316\u6536\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\u3001\u5132\u5b58\u8207\u61c9\u7528\u5be6\u6230(\u9644\u8fd1300\u5206\u9418\u5f71\u97f3\u6559\u5b78\uff0f\u7bc4\u4f8b\u7a0b\u5f0f)<\/a>
\n5.<\/em>
\n\"Python\u521d\u5b78\u7279\u8a13\u73ed(\u7b2c\u4e09\u7248)\uff1a\u5f9e\u5feb\u901f\u5165\u9580\u5230\u4e3b\u6d41\u61c9\u7528\u5168\u9762\u5be6\u6230(\u9644250\u5206\u9418\u5f71\u97f3\u6559\u5b78\/\u7bc4\u4f8b\u7a0b\u5f0f)\"<\/a>
\nPython\u521d\u5b78\u7279\u8a13\u73ed(\u7b2c\u4e09\u7248)\uff1a\u5f9e\u5feb\u901f\u5165\u9580\u5230\u4e3b\u6d41\u61c9\u7528\u5168\u9762\u5be6\u6230(\u9644250\u5206\u9418\u5f71\u97f3\u6559\u5b78\/\u7bc4\u4f8b\u7a0b\u5f0f)<\/a><\/p>\n

<\/a>
\n\u76f8\u95dc\u8a5e:\u535a\u5ba2\u4f86\u6392\u884c\u699c2020 \u535a\u5ba2\u4f86\u6392\u884c\u699c \u67e5\u8a62\u66a2\u92b7\u66f82020 \u66a2\u92b7\u66f8\u6392\u884c\u699c2020 \u535a\u5ba2\u4f86\u767e\u5927\u66f8\u55ae2020 \u535a\u5ba2\u4f86\u6392\u884c\u699c2020 \u535a\u5ba2\u4f86\u5373\u6642\u699c2020 \u65b0\u66f8\u6392\u884c\u699c2020 \u66a2\u92b7\u66f8\u535a\u5ba2\u4f86\u92b7\u552e<\/p>\n","protected":false},"excerpt":{"rendered":"

\u82f1\u6587\u5927\u5e2b \u795e\u7d1a\u4ee3\u8868\u4f5c\u63a8\u85a6: \u4f60\u5728\u627e\u535a\u5ba2\u4f86-Deep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 P […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[947],"tags":[950,949,951,948],"class_list":["post-1787","post","type-post","status-publish","format-standard","hentry","category-947","tag-950","tag-949","tag-951","tag-948"],"_links":{"self":[{"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/posts\/1787"}],"collection":[{"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/comments?post=1787"}],"version-history":[{"count":0,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/posts\/1787\/revisions"}],"wp:attachment":[{"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/media?parent=1787"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/categories?post=1787"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/tags?post=1787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}