{"id":1784,"date":"2020-02-14T22:14:56","date_gmt":"2020-02-14T14:14:56","guid":{"rendered":"https:\/\/many.onlineablog.com\/bookshop\/2020\/02\/14\/0010754327\/"},"modified":"2020-02-14T22:14:56","modified_gmt":"2020-02-14T14:14:56","slug":"0010754327","status":"publish","type":"post","link":"https:\/\/many.onlineablog.com\/bookshop\/2020\/02\/14\/0010754327\/","title":{"rendered":"2020\u66a2\u92b7\u66f8\u63a8\u85a6-TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528\u54ea\u88e1\u8cb7"},"content":{"rendered":"

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

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

\u4f60\u5728\u627e\u535a\u5ba2\u4f86-TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528\u54ea\u88e1\u8cb7\u55ce?
\n\u535a\u5ba2\u4f86-TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010754327?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\/0010754327?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n\u2192\u2192\u2192\u2192\u66f4\u591a\u8a73\u7d30”TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528”\u4ecb\u7d39\u8acb\u9ede\u6211<\/span><\/a>
\n<\/a>
\n <\/a>
\n\u535a\u5ba2\u4f86-TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010754327?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n\u5546\u54c1\u8aaa\u660e<\/b>: TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528
\n\u5546\u54c1\u63cf\u8ff0<\/b>: \u66f8\u540d\uff1aTensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528\uff0c\u8a9e\u8a00\uff1a\u7e41\u9ad4\u4e2d\u6587\uff0cISBN\uff1a9789864342167\uff0c\u9801\u6578\uff1a384\uff0c\u51fa\u7248\u793e\uff1a\u535a\u78a9\uff0c\u4f5c\u8005\uff1a\u6797\u5927\u8cb4\uff0c\u51fa\u7248\u65e5\u671f\uff1a2017\/06\/09\uff0c\u985e\u5225\uff1a\u96fb\u8166\u8cc7\u8a0a
\n\u5546\u54c1\u7c21\u4ecb<\/b>:<\/p>\n

\u4eba\u5de5\u667a\u6167\u6642\u4ee3\u4f86\u81e8\uff0c\u5fc5\u9808\u5b78\u7fd2\u7684\u65b0\u6280\u8853
\n\u8f15\u9b06\u5b78\u6703\u300c\u6df1\u5ea6\u5b78\u7fd2\u300d\uff1a\u5148\u5b78Keras\u518d\u5b78TensorFlow<\/strong><\/div>\n

\n\u3000\u3000\u2605\u6210\u9577\u6700\u5feb\u9818\u57df\uff1a\u6df1\u5ea6\u5b78\u7fd2\u8207\u985e\u795e\u7d93\u7db2\u8def\uff0c\u662f\u4eba\u5de5\u667a\u6167\u6210\u9577\u6700\u5feb\u7684\u9818\u57df\uff0c\u8b93\u96fb\u8166\u66f4\u63a5\u8fd1\u4eba\u985e\u7684\u601d\u8003\u3002
\n\u3000\u3000\u2605\u61c9\u7528\u6df1\u5165\u751f\u6d3b\uff1a\u624b\u6a5f\u8a9e\u97f3\u52a9\u7406\u3001\u4eba\u81c9\u8b58\u5225\u3001\u5f71\u50cf\u8fa8\u8b58\u3001\u624b\u5beb\u8fa8\u8b58\u3001\u91ab\u5b78\u8a3a\u65b7\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3002
\n\u3000\u3000\u2605\u5be6\u4f5c\u5feb\u901f\u4e0a\u624b\uff1a\u53ea\u9700Python\u57fa\u790e\uff0c\u4f9d\u7167\u672c\u66f8Step by Step\u5b78\u7fd2\uff0c\u5c31\u53ef\u4ee5\u8f15\u9b06\u5b78\u6703\u6df1\u5ea6\u5b78\u7fd2\u6982\u5ff5\u8207\u61c9\u7528\u3002<\/p>\n

\u3000\u3000TensorFlow\u529f\u80fd\u5f37\u5927\u3001\u57f7\u884c\u6548\u7387\u9ad8\u3001\u652f\u63f4\u5404\u7a2e\u5e73\u53f0\uff0c\u7136\u800cTensorFlow\u662f\u4f4e\u968e\u7684\u6df1\u5ea6\u5b78\u7fd2\u7a0b\u5f0f\u5eab\uff0c\u5b78\u7fd2\u9580\u6abb\u9ad8\u3002\u6240\u4ee5\u672c\u66f8\u5148\u4ecb\u7d39Keras\uff0cKeras\u662f\u9ad8\u968e\u7684\u6df1\u5ea6\u5b78\u7fd2\u7a0b\u5f0f\u5eab\uff08\u4ee5TensorFlow\u4f5c\u70ba\u5f8c\u7aef\u5f15\u64ce\uff09\uff0c\u5c0d\u521d\u5b78\u8005\u5b78\u7fd2\u9580\u6abb\u4f4e\uff0c\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u5efa\u7acb\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u4e26\u4e14\u9032\u884c\u8a13\u7df4\u3001\u9810\u6e2c\u3002\u7b49\u8b80\u8005\u719f\u6089\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u6982\u5ff5\u8207\u61c9\u7528\u5f8c\uff0c\u518d\u4f86\u5b78\u7fd2TensorFlow\u5c31\u5f88\u8f15\u9b06\u4e86\u3002<\/p>\n

\u3000\u3000\u3010\u5728Windows\u5b89\u88ddTensorFlow 1.0\uff0bKeras2.0\u3011<\/strong>
\n\u3000\u3000\u5c0d\u65bc\u521d\u5b78\u8005\u800c\u8a00\uff0c\u5728Windows\u5b89\u88dd\u975e\u5e38\u7c21\u55ae\u5bb9\u6613\u4e0a\u624b\u3002\u672c\u66f8\u8a73\u7d30\u6b65\u9a5f\u8aaa\u660e\uff0c\u5982\u4f55\u5728Windows\u4f5c\u696d\u7cfb\u7d71\u4e0a\uff0c\u5b89\u88dd\u6700\u65b0\u7248\u7684TensorFlow 1.0\uff0bKeras2.0\u3002<\/p>\n

\u3000\u3000\u3010\u5728Linux Ubuntu\u5b89\u88ddTensorFlow 1.0\uff0bKeras2.0\u3011<\/strong>
\n\u3000\u3000\u56e0\u70baLinux\u4f5c\u696d\u7cfb\u7d71\u662f\u5927\u6578\u64da\u5206\u6790\u8207\u6a5f\u5668\u5b78\u7fd2\u5f88\u5e38\u7528\u7684\u5e73\u53f0\u3002\u672c\u66f8\u8a73\u7d30\u6b65\u9a5f\u8aaa\u660e\uff0c\u5982\u4f55\u5728Linux Ubuntu\u4f5c\u696d\u7cfb\u7d71\u4e0a\uff0c\u5b89\u88dd\u6700\u65b0\u7248\u7684TensorFlow 1.0\uff0bKeras2.0\u3002<\/p>\n

\u3000\u3000\u3010\u4f7f\u7528GPU\u5927\u5e45\u52a0\u5feb\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u3011<\/strong>
\n\u3000\u3000GPU\u7684\u5e73\u884c\u904b\u7b97\u67b6\u69cb\uff0c\u53ef\u8b93\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u6bd4CPU\u5feb\u6578\u5341\u500d\u3002\u60a8\u5fc5\u9808\u6709Nvidia\u986f\u793a\u5361\u3002\u7136\u5f8c\u4f9d\u7167\u672c\u66f8\u6b65\u9a5f\u8aaa\u660e\uff0c\u5b89\u88ddCuda\u3001CudNN\u4ee5\u53caTensorFlow GPU\u7248\u672c\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528GPU\u5927\u5e45\u52a0\u5feb\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u3002<\/p>\n

\u3000\u3000\u3010MNIST\u624b\u5beb\u6578\u5b57\u5f71\u50cf\u8fa8\u8b58\uff0c\u53ef\u8fa8\u8b580~9\u7684\u624b\u5beb\u6578\u5b57\u3011<\/strong>
\n\u3000\u3000\u4ee5\u5be6\u969b\u7bc4\u4f8b\u8aaa\u660e\uff0c\u5982\u4f55\u4f7f\u7528Keras\u8207TensorFlow\u5efa\u69cbMLP\uff08\u591a\u5c64\u611f\u77e5\u5668\uff09\u3001CNN\uff08\u5377\u7a4d\u795e\u7d93\u7db2\u8def\uff09\u6a21\u578b\uff0c\u53ef\u8fa8\u8b580~9\u7684\u624b\u5beb\u6578\u5b57\u3002<\/p>\n

\u3000\u3000\u3010CIFAR-10\u7167\u7247\u5f71\u50cf\u7269\u9ad4\u8fa8\u8b58\uff0c\u53ef\u8fa8\u8b5810\u7a2e\u7269\u9ad4\u3011<\/strong>
\n\u3000\u3000\u4ee5\u5be6\u969b\u7bc4\u4f8b\u8aaa\u660e\uff0c\u5982\u4f55\u4f7f\u7528Keras\u5efa\u69cbCNN\uff08\u5377\u7a4d\u795e\u7d93\u7db2\u8def\uff09\u6a21\u578b\uff0c\u53ef\u8fa8\u8b58\u7167\u7247\u985e\u5225\uff1a\u98db\u6a5f\u3001\u6c7d\u8eca\u3001\u9ce5\u3001\u8c93\u3001\u9e7f\u3001\u72d7\u3001\u9752\u86d9\u3001\u8239\u3001\u5361\u8eca\u3002<\/p>\n

\u3000\u3000\u3010\u9810\u6e2c\u9435\u9054\u5c3c\u865f\u65c5\u5ba2\u751f\u5b58\u6a5f\u7387\u3011<\/strong>
\n\u3000\u3000\u4ee5\u5be6\u969b\u7bc4\u4f8b\u8aaa\u660e\uff0c\u5982\u4f55\u4f7f\u7528Keras\u5efa\u69cbMLP\uff08\u591a\u5c64\u611f\u77e5\u5668\uff09\u6a21\u578b\u3001\u53ef\u4ee5\u9810\u6e2c\u65c5\u5ba2\u53ca\u9435\u9054\u5c3c\u865f\u96fb\u5f71\u7537\u5973\u4e3b\u89d2\u751f\u5b58\u6a5f\u7387\uff0c\u4e26\u4e14\u627e\u51fa\u9435\u9054\u5c3c\u865f\u5176\u4ed6\u65c5\u5ba2\u7684\u611f\u4eba\u6545\u4e8b\u3002<\/p>\n

\u3000\u3000\u3010IMDb\u5f71\u8a55\u6587\u5b57\u300c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u300d\u8207\u300c\u60c5\u7dd2\u5206\u6790\u300d\u3011<\/strong>
\n\u3000\u3000\u60c5\u7dd2\u5206\u6790\u7684\u5546\u696d\u50f9\u503c\uff0c\u5728\u65bc\u900f\u904e\u6587\u5b57\u5206\u6790\uff0c\u5f97\u77e5\u9867\u5ba2\u5c0d\u516c\u53f8\u6216\u7522\u54c1\u7684\u8a55\u50f9\uff0c\u4ee5\u8abf\u6574\u71df\u904b\u7b56\u7565\u3002\u672c\u66f8\u4ee5\u5be6\u969b\u7bc4\u4f8b\u8aaa\u660e\uff0c\u5982\u4f55\u904b\u7528Keras\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff0c\u4e26\u4e14\u5efa\u69cbMLP\uff08\u591a\u5c64\u611f\u77e5\u5668\uff09\u3001RNN\uff08\u905e\u6b78\u795e\u7d93\u7db2\u8def\uff09\u3001LSTM\uff08\u9577\u77ed\u671f\u8a18\u61b6\uff09\u7b49\u6a21\u578b\uff0c\u53ef\u4ee5\u9810\u6e2c\u5f71\u8a55\u6587\u5b57\u662f\u6b63\u9762\u6216\u8ca0\u9762\u8a55\u50f9\u3002
\n TensorFlow+Keras\u6df1\u5ea6\u5b78\u7fd2\u4eba\u5de5\u667a\u6167\u5be6\u52d9\u61c9\u7528<\/a>
\n\u5546\u54c1\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010754327?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>\"\u6a5f\u5668\u5b78\u7fd2\u7684\u6578\u5b78\u57fa\u790e<\/a>
\n\u6a5f\u5668\u5b78\u7fd2\u7684\u6578\u5b78\u57fa\u790e : AI\u3001\u6df1\u5ea6\u5b78\u7fd2\u6253\u5e95\u5fc5\u8b80<\/a>
\n2.<\/em>
\n\u6f14\u7b97\u6cd5\u5716\u9451\uff1a26\u7a2e\u6f14\u7b97\u6cd5 + 7\u7a2e\u8cc7\u6599\u7d50\u69cb\uff0c\u4eba\u5de5\u667a\u6167\u3001\u6578\u64da\u5206\u6790\u3001\u908f\u8f2f\u601d\u8003\u7684\u539f\u7406\u548c\u61c9\u7528\u5168\u5716\u89e3<\/a>
\n3.<\/em>
\n\u6df1\u5ea6\u5b78\u7fd2\u7684\u5546\u6230\u5fc5\u4fee\u8ab2\uff1a\u4eba\u5de5\u667a\u6167\u5be6\u7528\u6848\u4f8b\u89e3\u6790\uff0c\u770b35\u5bb6\u8d70\u5728\u6642\u4ee3\u5c16\u7aef\u7684\u65e5\u672c\u4f01\u696d\u5982\u4f55\u7ffb\u8f49\u601d\u8003\u6d3b\u7528AI<\/a>
\n4.<\/em>
\n\u6a5f\u5668\u5b78\u7fd2\u5de5\u7a0b\u5e2b\u9762\u8a66\u5168\u7834\u89e3\uff1a\u56b4\u9078124\u9053AI\u6f14\u7b97\u6cd5\u6c7a\u52dd\u984c\u5b8c\u6574\u5256\u6790<\/a>
\n5.<\/em>
\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><\/p>\n

1.<\/em>
\n\"Deep<\/a>
\nDeep Learning\uff1a\u7528Python\u9032\u884c\u6df1\u5ea6\u5b78\u7fd2\u7684\u57fa\u790e\u7406\u8ad6\u5be6\u4f5c<\/a>
\n2.<\/em>
\n\"\u6df1\u5ea6\u5b78\u7fd2\u5feb\u901f\u5165\u9580\uff1a\u4f7f\u7528TensorFlow\"<\/a>
\n\u6df1\u5ea6\u5b78\u7fd2\u5feb\u901f\u5165\u9580\uff1a\u4f7f\u7528TensorFlow<\/a>
\n3.<\/em>
\n\"\u5f9e\u4eba\u5230\u4eba\u5de5\u667a\u6167\uff0c\u7834\u89e3AI\u9769\u547d\u768468\u500b\u6838\u5fc3\u6982\u5ff5\uff1a\u5be6\u6230\u5c08\u5bb6\u5168\u5716\u89e3<\/a>
\n\u5f9e\u4eba\u5230\u4eba\u5de5\u667a\u6167\uff0c\u7834\u89e3AI\u9769\u547d\u768468\u500b\u6838\u5fc3\u6982\u5ff5\uff1a\u5be6\u6230\u5c08\u5bb6\u5168\u5716\u89e3 \u00d7 \u4eba\u8166\u4e0d\u88ab\u96fb\u8166\u6dd8\u6c70\u7684\u95dc\u9375\u601d\u8003<\/a>
\n4.<\/em>
\n\"\u7cbe\u901a<\/a>
\n\u7cbe\u901a Python\uff1a\u904b\u7528\u7c21\u55ae\u7684\u5957\u4ef6\u9032\u884c\u73fe\u4ee3\u904b\u7b97<\/a>
\n5.<\/em>
\n\"\u6f14\u7b97\u6cd5\u5716\u9451\uff1a26\u7a2e\u6f14\u7b97\u6cd5<\/a>
\n\u6f14\u7b97\u6cd5\u5716\u9451\uff1a26\u7a2e\u6f14\u7b97\u6cd5 + 7\u7a2e\u8cc7\u6599\u7d50\u69cb\uff0c\u4eba\u5de5\u667a\u6167\u3001\u6578\u64da\u5206\u6790\u3001\u908f\u8f2f\u601d\u8003\u7684\u539f\u7406\u548c\u61c9\u7528\u5168\u5716\u89e3<\/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":"

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