{"id":1773,"date":"2020-02-29T11:09:18","date_gmt":"2020-02-29T03:09:18","guid":{"rendered":"https:\/\/many.onlineablog.com\/bookshop\/2020\/02\/29\/0010844123\/"},"modified":"2020-02-29T11:09:18","modified_gmt":"2020-02-29T03:09:18","slug":"0010844123","status":"publish","type":"post","link":"https:\/\/many.onlineablog.com\/bookshop\/2020\/02\/29\/0010844123\/","title":{"rendered":"\u7dda\u4e0a\u8cfc\u8cb7\u66a2\u92b7\u597d\u66f8\u63a8\u85a6-NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01\u6700\u591a\u4eba\u63a8\u85a6\u8cfc\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-NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01\u54ea\u88e1\u8cb7\u55ce?
\n\u535a\u5ba2\u4f86-NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010844123?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\/0010844123?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n\u2192\u2192\u2192\u2192\u66f4\u591a\u8a73\u7d30”NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01”\u4ecb\u7d39\u8acb\u9ede\u6211<\/span><\/a>
\n<\/a>
\n <\/a>
\n\u535a\u5ba2\u4f86-NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01\u8a02\u8cfc\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010844123?utm_source=87926&utm_medium=ap-books&utm_content=recommend&utm_campaign=ap-202002<\/a>
\n\u5546\u54c1\u8aaa\u660e<\/b>: NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01
\n\u5546\u54c1\u63cf\u8ff0<\/b>: \u66f8\u540d\uff1aNumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01\uff0c\u539f\u6587\u540d\u7a31\uff1a\u73fe\u5834\u3067\u4f7f\u3048\u308b! NumPy\u30c7\u30fc\u30bf\u51e6\u7406\u5165\u9580\uff0c\u8a9e\u8a00\uff1a\u7e41\u9ad4\u4e2d\u6587\uff0cISBN\uff1a9789863126195\uff0c\u9801\u6578\uff1a480\uff0c\u51fa\u7248\u793e\uff1a\u65d7\u6a19\uff0c\u4f5c\u8005\uff1a\u5409\u7530\u62d3\u771f,\u5c3e\u539f\u98af\uff0c\u8b6f\u8005\uff1a\u5433\u5609\u82b3,\u84b2\u5b97\u8ce2\uff0c\u51fa\u7248\u65e5\u671f\uff1a2020\/01\/17\uff0c\u985e\u5225\uff1a\u96fb\u8166\u8cc7\u8a0a
\n\u5546\u54c1\u7c21\u4ecb<\/b>:<\/p>\n

\u786c\u6d3e\u5b78\u7fd2 AI \u624d\u80fd\u7d2e\u7a69\u6839\u57fa\uff01<\/strong><\/div>\n

\n\u3000\u3000\u8a31\u591a Python \u958b\u767c\u4eba\u54e1\u521d\u63a5\u89f8\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2, \u5f80\u5f80\u4e00\u958b\u59cb\u5c31\u4f7f\u7528\u7576\u7d05\u7684 Tensorflow\u3001Keras \u7b49 AI \u6846\u67b6, \u53ea\u7528\u4e86\u77ed\u77ed\u516d\u884c\u5c31\u5beb\u51fa\u4e00\u96bb\u795e\u7d93\u7db2\u8def\u7a0b\u5f0f, \u63a5\u8457\u5c31\u91dd\u5c0d\u53c3\u6578\u958b\u59cb\u6771\u8abf\u897f\u8abf\u3001\u8a13\u7df4\u6a21\u578b, \u70ba\u4e86\u63d0\u9ad8\u795e\u7d93\u7db2\u8def\u6a21\u578b\u7684\u6e96\u78ba\u7387 (Accuracy) 96.6% \u2192 97.4% \u2192 98.9%…\u800c\u596e\u6230\u8457\u3002<\/p>\n

\u3000\u3000\u53ea\u9700\u516d\u884c\uff1f\u8abf\u8abf\u53c3\u6578\uff1f\u770b\u8d77\u4f86 AI \u597d\u50cf\u4e5f\u4e0d\u96e3\u5b78\u7684\u6a23\u5b50, \u4f46, \u9019\u6a23\u5b50\u5c31\u7b97\u61c2 AI\uff1f<\/p>\n

\u3000\u3000\u90a3\u53ef\u4e0d\u4e00\u5b9a\uff01Tensorflow\u3001Keras \u7b49\u6846\u67b6\u7684\u78ba\u5927\u5e45\u964d\u4f4e\u4f60\u5beb\u7a0b\u5f0f\u7684\u6642\u9593\u6210\u672c, \u537b\u4e0d\u4ee3\u8868\u53ef\u4ee5\u964d\u4f4e\u4f60\u5b78 AI \u7684\u5b78\u7fd2\u6210\u672c, \u6c92\u6709\u5f9e AI \u5e95\u5c64\u904b\u7b97\u7d2e\u5be6\u5b78\u8d77, \u5343\u842c\u5225\u8aaa\u4f60\u5df2\u7d93\u61c2\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2\uff01<\/p>\n

\u3000\u3000\u300c\u4f60\u5728\u8abf\u6574\u53c3\u6578\u3001\u8ffd\u6c42\u6e96\u78ba\u7387\u7684\u904e\u7a0b\u4e2d, \u771f\u7684\u6e05\u695a\u4e86\u89e3\u6bcf\u500b\u9078\u9805\u80cc\u5f8c\u4ee3\u8868\u7684\u904b\u7b97\u55ce\uff1f\u300d
\n\u3000\u3000\u300c\u4f60\u6709\u81ea\u5df1\u4e00\u6b65\u4e00\u6b65\u7b97\u904e Mini-batch \u7684\u68af\u5ea6\u4e0b\u964d\u53cd\u5411\u50b3\u64ad\u55ce\uff1f\u300d<\/p>\n

\u3000\u3000\u672c\u66f8\u4e0d\u4f7f\u7528\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6, \u7d14 Python + NumPy\u300c\u4e00\u6b65\u4e00\u8173\u5370\u3001\u624b\u5de5\u786c\u6d3e\u300d\u5e36\u4f60\u5b78 AI,\u300c\u6211\u7528\u624b\u5de5\u7b97\u7d66\u4f60\u770b, \u4f60\u518d\u7528 NumPy \u7b97\u4e00\u6b21, \u786c\u6d3e\u5b78\u7fd2 AI \u624d\u80fd\u7d2e\u7a69\u6839\u57fa\uff01\u300d<\/p>\n

\u672c\u66f8\u7279\u8272<\/strong><\/p>\n

\u3000\u3000\u25a1\u6700\u7d2e\u5be6\u7684\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2 LAB \u5be6\u6230<\/strong>
\n\u3000\u3000\u2027\u7c21\u55ae\u7dda\u6027\u8ff4\u6b78\u3001\u591a\u9805\u5f0f\u8ff4\u6b78\u5206\u6790\u5be6\u4f5c
\n\u3000\u3000\u2027\u795e\u7d93\u7db2\u8def\u9ed1\u76d2\u63ed\u79d8\uff01\u4e8c\u5143\u5206\u985e\u3001\u591a\u5143\u5206\u985e\u7684\u5e95\u5c64\u904b\u7b97\u5256\u6790
\n\u3000\u3000\u2027\u640d\u5931\u51fd\u6578\u516c\u5f0f\u3001\u504f\u5fae\u5206\u516c\u5f0f…\u4e00\u5927\u5806\u7b97\u5f0f\u6709\u770b\u6c92\u6709\u61c2\uff1f\u624b\u5de5\u7b97\u5b8c\u518d\u8ddf\u6a5f\u5668\u6bd4\u4e00\u6bd4, \u7b97\u5b8c\u4fdd\u8b49\u79d2\u61c2\uff01
\n\u3000\u3000\u2027\u53cd\u5411\u50b3\u64ad\u7a76\u7adf\u300c\u53cd\u300d\u5728\u54ea\uff1f\u9010\u5c64\u5e36\u4f60\u4e00\u6b65\u6b65\u53cd\u8457\u7b97, \u8ddf\u8457\u505a\u8d85\u6709\u611f\uff01
\n\u3000\u3000\u2027\u9084\u6709\u5f37\u5316\u5b78\u7fd2\u3001Q-learning…\u7b49\u66f4\u591a AI \u5be6\u6230\u61c9\u7528<\/p>\n

\u3000\u3000\u25a1\u521d\u5b78 AI \u4e00\u5b9a\u8981\u5fb9\u5e95\u641e\u61c2 NumPy \u51fd\u5f0f\u600e\u9ebc\u7528<\/strong>
\n\u3000\u3000GitHub 2019 \u5e74\u5ea6\u5831\u544a\u6307\u51fa\uff1a\u300c\u5728\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2\u76f8\u95dc\u4e3b\u984c, \u8d85\u904e\u4e00\u534a\u7684 repositories \u662f\u57fa\u65bc NumPy \u5efa\u69cb\u7684\u300d\uff01<\/p>\n

\u3000\u3000\u2027\u770b\u4e0d\u61c2 Python \u7a0b\u5f0f\u78bc\uff1f\u90a3\u662f NumPy \u5566\uff01\u638c\u63e1 reshape()\u3001argmax()\u3001transpose()\u3001exp()\u3001linspace()\u3001dot()\u3001sum()…\u5404\u7a2e AI \u5be6\u4f5c\u5fc5\u7528\u51fd\u5f0f
\n\u3000\u3000\u2027ndarray \u91cd\u8981\u6982\u5ff5\u91cb\u7591 – axis\u3001dimension\u3001shape\u3001broadcasting
\n\u3000\u3000\u2027\u6a19\u6e96\u5dee\u3001\u8b8a\u7570\u6578\u3001\u53cd\u77e9\u9663\u3001\u5167\u7a4d\u3001\u5916\u7a4d…\u7e41\u7463\u7684\u6578\u5b78\u904b\u7b97\u4ea4\u7d66\u6578\u5b78\u51fd\u5f0f\u8f15\u9b06\u641e\u5b9a<\/p>\n

\u3000\u3000\u25a1\u8a73\u7d30\u89e3\u8aaa, \u6d41\u66a2\u7ffb\u8b6f<\/strong>
\n\u3000\u3000\u672c\u66f8\u7531\u3010\u65bd\u5a01\u9298\u7814\u7a76\u5ba4\u76e3\u4fee\u3011, \u66f8\u4e2d\u91dd\u5c0d\u539f\u66f8\u9032\u884c\u5927\u91cf\u88dc\u5145, \u4e26\u9069\u7576\u6dfb\u52a0\u8a3b\u89e3, \u5e6b\u52a9\u8b80\u8005\u66f4\u52a0\u7406\u89e3\u5167\u5bb9\uff01<\/p>\n

\u3000\u3000\u2605\u6b61\u8fce\u52a0\u5165\u672c\u66f8\u793e\u7fa4, \u548c\u6280\u8853\u8005\u5011\u76f4\u63a5\u5c0d\u8a71\uff01
\n\u3000\u3000\u5f9e\u505a\u4e2d\u5b78 Learning by doing \u7c89\u7d72\u5c08\u9801<\/p>\n

\u00a0
\n NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97\u7d66\u4f60\u770b\uff01<\/a>
\n\u5546\u54c1\u7db2\u5740<\/b>: https:\/\/www.books.com.tw\/exep\/assp.php\/87926\/products\/0010844123?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\u7db2\u8def\u722c\u87f2\uff1a\u5927\u6578\u64da\u64f7\u53d6\u3001\u6e05\u6d17\u3001\u5132\u5b58\u8207\u5206\u6790\uff1a\u738b\u8005\u6b78\u4f86\"<\/a>
\nPython\u7db2\u8def\u722c\u87f2\uff1a\u5927\u6578\u64da\u64f7\u53d6\u3001\u6e05\u6d17\u3001\u5132\u5b58\u8207\u5206\u6790\uff1a\u738b\u8005\u6b78\u4f86<\/a>
\n2.<\/em>
\nPython\u6700\u5f37\u5165\u9580\u9081\u5411\u9802\u5c16\u9ad8\u624b\u4e4b\u8def\uff1a\u738b\u8005\u6b78\u4f86(\u5168\u5f69\u7248)<\/a>
\n3.<\/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>
\n4.<\/em>
\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>
\n5.<\/em>
\nPython\u6700\u5f37\u5165\u9580\u9081\u5411\u6578\u64da\u79d1\u5b78\u4e4b\u8def\uff1a\u738b\u8005\u6b78\u4f86(\u5168\u5f69\u5370\u5237\u7b2c\u4e8c\u7248)<\/a><\/p>\n

1.<\/em>
\n\"\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\"\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>
\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>
\n3.<\/em>
\n\"Deep<\/a>
\nDeep learning \u6df1\u5ea6\u5b78\u7fd2\u5fc5\u8b80\uff1aKeras \u5927\u795e\u5e36\u4f60\u7528 Python \u5be6\u4f5c<\/a>
\n4.<\/em>
\n\"Python\u6700\u5f37\u5165\u9580\u9081\u5411\u6578\u64da\u79d1\u5b78\u4e4b\u8def\uff1a\u738b\u8005\u6b78\u4f86(\u5168\u5f69\u5370\u5237\u7b2c\u4e8c\u7248)\"<\/a>
\nPython\u6700\u5f37\u5165\u9580\u9081\u5411\u6578\u64da\u79d1\u5b78\u4e4b\u8def\uff1a\u738b\u8005\u6b78\u4f86(\u5168\u5f69\u5370\u5237\u7b2c\u4e8c\u7248)<\/a>
\n5.<\/em>
\n\"Python\u6700\u5f37\u5165\u9580\u9081\u5411\u9802\u5c16\u9ad8\u624b\u4e4b\u8def\uff1a\u738b\u8005\u6b78\u4f86(\u5168\u5f69\u7248)\"<\/a>
\nPython\u6700\u5f37\u5165\u9580\u9081\u5411\u9802\u5c16\u9ad8\u624b\u4e4b\u8def\uff1a\u738b\u8005\u6b78\u4f86(\u5168\u5f69\u7248)<\/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-NumPy \u9ad8\u901f\u904b\u7b97\u5fb9\u5e95\u89e3\u8aaa\uff1a\u516d\u884c\u5beb\u4e00\u96bb\u7a0b\u5f0f\uff1f\u4f60\u771f\u61c2\u6df1\u5ea6\u5b78\u7fd2\uff1f\u624b\u5de5\u7b97 […]<\/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-1773","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\/1773"}],"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=1773"}],"version-history":[{"count":0,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/posts\/1773\/revisions"}],"wp:attachment":[{"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/media?parent=1773"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/categories?post=1773"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/many.onlineablog.com\/bookshop\/wp-json\/wp\/v2\/tags?post=1773"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}