\u673a\u5668\u5b66\u4e60<\/a>\u7b49\u9886\u57df\u3002\u56e0\u6b64\uff0c\u719f\u6089\u76f8\u5173\u7684\u6846\u67b6\u548c\u5e93\u662f\u4e00\u4e2a\u52a0\u5206\u9879\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8eWeb\u5f00\u53d1\uff0c\u9762\u8bd5\u8005\u5e94\u8be5\u4e86\u89e3Flask\u6216Django\u7b49Web\u6846\u67b6\uff1b\u5bf9\u4e8e\u6570\u636e\u5206\u6790\uff0cPandas\u548cNumPy\u662f\u5fc5\u5907\u5de5\u5177\uff1b\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\uff0cScikit-learn\u548cTensorFlow\u662f\u5e38\u7528\u7684\u5e93\u3002<\/p>\n<\/p>\n\u4e8c\u3001\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b<\/h3>\n<\/p>\n
\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u901a\u5e38\u901a\u8fc7\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\u9898\u76ee\u6765\u8bc4\u4f30\u3002<\/p>\n<\/p>\n
1. \u7b97\u6cd5\u80fd\u529b<\/h4>\n<\/p>\n
\u9762\u8bd5\u8005\u9700\u8981\u5177\u5907\u57fa\u672c\u7684\u7b97\u6cd5\u80fd\u529b\uff0c\u5305\u62ec\u6392\u5e8f\u7b97\u6cd5\uff08\u5982\u5feb\u901f\u6392\u5e8f\u3001\u5f52\u5e76\u6392\u5e8f\uff09\u3001\u641c\u7d22\u7b97\u6cd5\uff08\u5982\u4e8c\u5206\u67e5\u627e\uff09\u4ee5\u53ca\u52a8\u6001\u89c4\u5212\u7b49\u3002\u901a\u8fc7\u8fd9\u4e9b\u7b97\u6cd5\u9898\u76ee\uff0c\u53ef\u4ee5\u8003\u5bdf\u9762\u8bd5\u8005\u7684\u903b\u8f91\u601d\u7ef4\u80fd\u529b\u548c\u7f16\u7a0b\u5b9e\u73b0\u80fd\u529b\u3002<\/p>\n<\/p>\n
2. \u6570\u636e\u7ed3\u6784\u77e5\u8bc6<\/h4>\n<\/p>\n
\u6570\u636e\u7ed3\u6784\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u57fa\u7840\uff0c\u9762\u8bd5\u8005\u5e94\u8be5\u4e86\u89e3\u57fa\u672c\u7684\u6570\u636e\u7ed3\u6784\uff0c\u5982\u6570\u7ec4\u3001\u94fe\u8868\u3001\u6808\u3001\u961f\u5217\u3001\u6811\u548c\u56fe\u7b49\u3002\u6b64\u5916\uff0c\u4e86\u89e3\u8fd9\u4e9b\u6570\u636e\u7ed3\u6784\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u548c\u9002\u7528\u573a\u666f\u4e5f\u662f\u91cd\u8981\u7684\u8003\u6838\u5185\u5bb9\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u4ee3\u7801\u8d28\u91cf<\/h3>\n<\/p>\n
\u4ee3\u7801\u8d28\u91cf\u662f\u8bc4\u4f30\u9762\u8bd5\u8005\u7f16\u7a0b\u80fd\u529b\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\uff0c\u4e3b\u8981\u4f53\u73b0\u5728\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3001\u53ef\u7ef4\u62a4\u6027\u548c\u6548\u7387\u4e0a\u3002<\/p>\n<\/p>\n
1. \u53ef\u8bfb\u6027<\/h4>\n<\/p>\n
\u53ef\u8bfb\u6027\u662f\u4ee3\u7801\u8d28\u91cf\u7684\u6838\u5fc3\uff0c\u826f\u597d\u7684\u4ee3\u7801\u5e94\u8be5\u6613\u4e8e\u7406\u89e3\u548c\u4fee\u6539\u3002\u9762\u8bd5\u8005\u5e94\u8be5\u4f7f\u7528\u5408\u9002\u7684\u53d8\u91cf\u547d\u540d\u3001\u6ce8\u91ca\u548c\u4ee3\u7801\u7ed3\u6784\u6765\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3002Python\u63d0\u5021\u4f7f\u7528PEP 8\u98ce\u683c\u6307\u5357\uff0c\u9762\u8bd5\u8005\u5e94\u8be5\u4e86\u89e3\u5e76\u9075\u5faa\u8fd9\u4e9b\u7f16\u7801\u89c4\u8303\u3002<\/p>\n<\/p>\n
2. \u53ef\u7ef4\u62a4\u6027\u548c\u6548\u7387<\/h4>\n<\/p>\n
\u53ef\u7ef4\u62a4\u6027\u662f\u6307\u4ee3\u7801\u5728\u8fdb\u884c\u4fee\u6539\u548c\u6269\u5c55\u65f6\u7684\u5bb9\u6613\u7a0b\u5ea6\u3002\u9762\u8bd5\u8005\u5e94\u8be5\u7f16\u5199\u6a21\u5757\u5316\u7684\u4ee3\u7801\uff0c\u4ee5\u4fbf\u4e8e\u91cd\u7528\u548c\u6269\u5c55\u3002\u6b64\u5916\uff0c\u4ee3\u7801\u7684\u6548\u7387\u4e5f\u662f\u8003\u6838\u70b9\u4e4b\u4e00\uff0c\u9762\u8bd5\u8005\u5e94\u8be5\u80fd\u591f\u5206\u6790\u548c\u4f18\u5316\u4ee3\u7801\u7684\u65f6\u95f4\u548c\u7a7a\u95f4\u590d\u6742\u5ea6\u3002<\/p>\n<\/p>\n
\u56db\u3001\u5b66\u4e60\u548c\u9002\u5e94\u80fd\u529b<\/h3>\n<\/p>\n
\u5b66\u4e60\u548c\u9002\u5e94\u80fd\u529b\u662f\u9762\u8bd5\u8005\u80fd\u5426\u5feb\u901f\u878d\u5165\u56e2\u961f\u7684\u91cd\u8981\u56e0\u7d20\u3002<\/p>\n<\/p>\n
1. \u5b66\u4e60\u80fd\u529b<\/h4>\n<\/p>\n
\u9762\u8bd5\u8005\u7684\u5b66\u4e60\u80fd\u529b\u53ef\u4ee5\u901a\u8fc7\u8be2\u95ee\u5176\u8fc7\u5f80\u9879\u76ee\u7ecf\u9a8c\u6765\u8bc4\u4f30\u3002\u9762\u8bd5\u5b98\u53ef\u4ee5\u95ee\u5019\u9009\u4eba\u5982\u4f55\u5b66\u4e60\u548c\u638c\u63e1\u65b0\u7684\u6280\u672f\u6216\u5de5\u5177\uff0c\u9047\u5230\u95ee\u9898\u65f6\u5982\u4f55\u5bfb\u627e\u89e3\u51b3\u65b9\u6848\u3002\u9762\u8bd5\u8005\u5e94\u8be5\u5c55\u793a\u51fa\u5feb\u901f\u5b66\u4e60\u548c\u5e94\u7528\u65b0\u77e5\u8bc6\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n
2. \u9002\u5e94\u80fd\u529b<\/h4>\n<\/p>\n
\u9002\u5e94\u80fd\u529b\u662f\u6307\u9762\u8bd5\u8005\u5728\u65b0\u73af\u5883\u4e2d\u5de5\u4f5c\u7684\u9002\u5e94\u80fd\u529b\u3002\u9762\u8bd5\u5b98\u53ef\u4ee5\u901a\u8fc7\u8be2\u95ee\u9762\u8bd5\u8005\u5728\u4e0d\u540c\u56e2\u961f\u6216\u9879\u76ee\u4e2d\u7684\u7ecf\u9a8c\u6765\u8bc4\u4f30\u5176\u9002\u5e94\u80fd\u529b\u3002\u9762\u8bd5\u8005\u5e94\u8be5\u80fd\u591f\u5728\u4e0d\u540c\u7684\u73af\u5883\u4e2d\u4e0e\u56e2\u961f\u6210\u5458\u5408\u4f5c\uff0c\u5e76\u9002\u5e94\u4e0d\u540c\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u6587\u5316\u3002<\/p>\n<\/p>\n
\u4e94\u3001\u6c9f\u901a\u80fd\u529b<\/h3>\n<\/p>\n
\u6c9f\u901a\u80fd\u529b\u662f\u4fdd\u969c\u56e2\u961f\u5408\u4f5c\u548c\u9879\u76ee\u987a\u5229\u8fdb\u884c\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n
1. \u6280\u672f\u6c9f\u901a<\/h4>\n<\/p>\n
\u6280\u672f\u6c9f\u901a\u662f\u6307\u9762\u8bd5\u8005\u4e0e\u5176\u4ed6\u6280\u672f\u4eba\u5458\u4ea4\u6d41\u6280\u672f\u95ee\u9898\u7684\u80fd\u529b\u3002\u9762\u8bd5\u8005\u5e94\u8be5\u80fd\u591f\u6e05\u6670\u5730\u8868\u8fbe\u81ea\u5df1\u7684\u6280\u672f\u89c2\u70b9\uff0c\u5e76\u80fd\u591f\u7406\u89e3\u548c\u5206\u6790\u4ed6\u4eba\u7684\u6280\u672f\u5efa\u8bae\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u9762\u8bd5\u4e2d\u8ba8\u8bba\u6280\u672f\u95ee\u9898\u7684\u8fc7\u7a0b\u6765\u8bc4\u4f30\u3002<\/p>\n<\/p>\n
2. \u8de8\u90e8\u95e8\u6c9f\u901a<\/h4>\n<\/p>\n
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