{"id":1014575,"date":"2024-12-27T11:57:22","date_gmt":"2024-12-27T03:57:22","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1014575.html"},"modified":"2024-12-27T11:57:24","modified_gmt":"2024-12-27T03:57:24","slug":"python%e5%a6%82%e4%bd%95%e6%8e%8c%e6%8f%a1%e5%90%84%e7%a7%8d%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1014575.html","title":{"rendered":"python\u5982\u4f55\u638c\u63e1\u5404\u79cd\u5e93"},"content":{"rendered":"

\"python\u5982\u4f55\u638c\u63e1\u5404\u79cd\u5e93\"<\/p>\n

\u8981\u638c\u63e1Python\u7684\u5404\u79cd\u5e93\uff0c\u9996\u5148\u9700\u8981\u660e\u786e\u5b66\u4e60\u76ee\u6807\u3001\u7cfb\u7edf\u5316\u5b66\u4e60\u3001\u52a8\u624b\u5b9e\u8df5\u3001\u53c2\u4e0e\u793e\u533a\u4ea4\u6d41\u3002<\/strong>\u9996\u5148\uff0c\u660e\u786e\u5b66\u4e60\u76ee\u6807\u53ef\u4ee5\u5e2e\u52a9\u4f60\u4e13\u6ce8\u4e8e\u4e0e\u5de5\u4f5c\u6216\u9879\u76ee\u76f8\u5173\u7684\u5e93\uff1b\u5176\u6b21\uff0c\u7cfb\u7edf\u5316\u5b66\u4e60\u5305\u62ec\u6309\u7167\u6587\u6863\u3001\u6559\u7a0b\u548c\u793a\u4f8b\u9010\u6b65\u6df1\u5165\uff1b\u518d\u8005\uff0c\u52a8\u624b\u5b9e\u8df5\u662f\u638c\u63e1\u7f16\u7a0b\u6280\u80fd\u7684\u5173\u952e\uff0c\u901a\u8fc7\u5c0f\u9879\u76ee\u548c\u7ec3\u4e60\u5de9\u56fa\u6240\u5b66\u77e5\u8bc6\uff1b\u6700\u540e\uff0c\u53c2\u4e0e\u793e\u533a\u4ea4\u6d41\u53ef\u4ee5\u5e2e\u52a9\u4f60\u89e3\u51b3\u7591\u95ee\u5e76\u83b7\u5f97\u66f4\u591a\u7075\u611f\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u9762\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u660e\u786e\u5b66\u4e60\u76ee\u6807<\/h3>\n<\/p>\n

\u660e\u786e\u5b66\u4e60\u76ee\u6807\u662f\u638c\u63e1Python\u5e93\u7684\u7b2c\u4e00\u6b65\u3002Python\u6709\u6570\u4ee5\u4e07\u8ba1\u7684\u5e93\uff0c\u6db5\u76d6\u4e86\u6570\u636e\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60<\/a>\u3001\u7f51\u7edc\u5f00\u53d1\u7b49\u5404\u4e2a\u9886\u57df\u3002\u660e\u786e\u4f60\u7684\u5b66\u4e60\u76ee\u6807\u53ef\u4ee5\u5e2e\u52a9\u4f60\u805a\u7126\u4e8e\u4e0e\u4f60\u7684\u9700\u6c42\u6216\u5174\u8da3\u76f8\u5173\u7684\u5e93\uff0c\u4ece\u800c\u63d0\u9ad8\u5b66\u4e60\u6548\u7387\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u8bc6\u522b\u9700\u6c42<\/strong>
    \u5728\u5f00\u59cb\u5b66\u4e60\u4e4b\u524d\uff0c\u4e86\u89e3\u4f60\u7684\u6700\u7ec8\u76ee\u6807\u662f\u4ec0\u4e48\u3002\u662f\u4e3a\u4e86\u6570\u636e\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u3001Web\u5f00\u53d1\u8fd8\u662f\u5176\u4ed6\u9886\u57df\uff1f\u660e\u786e\u4f60\u7684\u9700\u6c42\u540e\uff0c\u4f60\u53ef\u4ee5\u9009\u62e9\u4e13\u6ce8\u5b66\u4e60\u76f8\u5173\u9886\u57df\u7684\u5e93\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u5bf9\u6570\u636e\u5206\u6790\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u4ece\u5b66\u4e60Pandas\u548cNumPy\u5f00\u59cb\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u9009\u62e9\u5408\u9002\u7684\u5e93<\/strong>
    \u6bcf\u4e2a\u9886\u57df\u90fd\u6709\u591a\u4e2a\u5e93\u53ef\u4f9b\u9009\u62e9\u3002\u901a\u8fc7\u7814\u7a76\u548c\u6bd4\u8f83\uff0c\u9009\u62e9\u6700\u9002\u5408\u4f60\u7684\u5e93\u3002\u4f8b\u5982\uff0c\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0cScikit-learn\u3001TensorFlow\u548cPyTorch\u662f\u975e\u5e38\u6d41\u884c\u7684\u5e93\u3002\u6839\u636e\u4f60\u7684\u5b66\u4e60\u76ee\u6807\uff0c\u9009\u62e9\u4e00\u4e2a\u6216\u4e24\u4e2a\u4e3b\u8981\u5e93\u8fdb\u884c\u6df1\u5165\u5b66\u4e60\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u7cfb\u7edf\u5316\u5b66\u4e60<\/h3>\n<\/p>\n

    \u7cfb\u7edf\u5316\u5b66\u4e60\u662f\u9ad8\u6548\u638c\u63e1Python\u5e93\u7684\u5173\u952e\u3002\u901a\u8fc7\u6709\u6761\u7406\u7684\u5b66\u4e60\u8ba1\u5212\uff0c\u5faa\u5e8f\u6e10\u8fdb\u5730\u638c\u63e1\u6bcf\u4e2a\u5e93\u7684\u6838\u5fc3\u6982\u5ff5\u548c\u529f\u80fd\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      \u5b66\u4e60\u5b98\u65b9\u6587\u6863<\/strong>
      \u5b98\u65b9\u6587\u6863\u662f\u5b66\u4e60\u4efb\u4f55\u5e93\u7684\u6700\u53ef\u9760\u6765\u6e90\u3002\u5927\u591a\u6570\u6d41\u884c\u7684Python\u5e93\u90fd\u6709\u8be6\u7ec6\u7684\u6587\u6863\uff0c\u6db5\u76d6\u4e86\u4f7f\u7528\u6307\u5357\u3001API\u53c2\u8003\u548c\u4ee3\u7801\u793a\u4f8b\u3002\u901a\u8fc7\u9605\u8bfb\u6587\u6863\uff0c\u4f60\u53ef\u4ee5\u5168\u9762\u4e86\u89e3\u5e93\u7684\u529f\u80fd\u548c\u7528\u6cd5\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u4f7f\u7528\u6559\u7a0b\u548c\u5728\u7ebf\u8bfe\u7a0b<\/strong>
      \u5728\u7ebf\u6559\u7a0b\u548c\u8bfe\u7a0b\u53ef\u4ee5\u63d0\u4f9b\u66f4\u76f4\u89c2\u7684\u5b66\u4e60\u4f53\u9a8c\u3002\u5f88\u591a\u5e73\u53f0\u63d0\u4f9bPython\u5e93\u7684\u8bfe\u7a0b\uff0c\u6db5\u76d6\u4ece\u57fa\u7840\u5230\u9ad8\u7ea7\u7684\u5185\u5bb9\u3002\u4f8b\u5982\uff0cCoursera\u3001Udemy\u548cedX\u4e0a\u90fd\u6709\u5927\u91cf\u5173\u4e8ePython\u5e93\u7684\u8bfe\u7a0b\u3002<\/p>\n<\/p>\n<\/li>\n

    3. \n

      \u67e5\u770b\u4ee3\u7801\u793a\u4f8b<\/strong>
      \u67e5\u770b\u548c\u5206\u6790\u4ee3\u7801\u793a\u4f8b\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u5e93\u7684\u7528\u6cd5\u3002\u5927\u591a\u6570\u5e93\u7684\u6587\u6863\u4e2d\u90fd\u5305\u542b\u4ee3\u7801\u793a\u4f8b\uff0c\u4f60\u8fd8\u53ef\u4ee5\u5728GitHub\u4e0a\u627e\u5230\u5f00\u6e90\u9879\u76ee\u6765\u5b66\u4e60\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u52a8\u624b\u5b9e\u8df5<\/h3>\n<\/p>\n

      \u52a8\u624b\u5b9e\u8df5\u662f\u5de9\u56fa\u6240\u5b66\u77e5\u8bc6\u7684\u6709\u6548\u65b9\u5f0f\u3002\u901a\u8fc7\u5b9e\u9645\u64cd\u4f5c\u548c\u9879\u76ee\u5f00\u53d1\uff0c\u4f60\u53ef\u4ee5\u66f4\u6df1\u5165\u5730\u7406\u89e3Python\u5e93\u7684\u529f\u80fd\u548c\u5e94\u7528\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u6267\u884c\u5c0f\u9879\u76ee<\/strong>
        \u9009\u62e9\u4e00\u4e2a\u7b80\u5355\u7684\u9879\u76ee\uff0c\u4f7f\u7528\u4f60\u6b63\u5728\u5b66\u4e60\u7684\u5e93\u8fdb\u884c\u5f00\u53d1\u3002\u5c0f\u9879\u76ee\u53ef\u4ee5\u662f\u6570\u636e\u5206\u6790\u3001Web\u5e94\u7528\u7a0b\u5e8f\u6216\u7b80\u5355\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u901a\u8fc7\u9879\u76ee\uff0c\u4f60\u53ef\u4ee5\u5c06\u7406\u8bba\u77e5\u8bc6\u8f6c\u5316\u4e3a\u5b9e\u9645\u6280\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u89e3\u51b3\u5b9e\u9645\u95ee\u9898<\/strong>
        \u5c1d\u8bd5\u4f7f\u7528Python\u5e93\u89e3\u51b3\u73b0\u5b9e\u4e2d\u7684\u95ee\u9898\u3002\u6bd4\u5982\uff0c\u4f7f\u7528Pandas\u5206\u6790\u516c\u53f8\u9500\u552e\u6570\u636e\uff0c\u6216\u4f7f\u7528Flask\u5f00\u53d1\u4e00\u4e2a\u7b80\u5355\u7684Web\u5e94\u7528\u3002\u8fd9\u79cd\u5b9e\u8df5\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u5e93\u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n<\/li>\n

      3. \n

        \u53c2\u4e0e\u5f00\u6e90\u9879\u76ee<\/strong>
        \u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u662f\u63d0\u9ad8\u7f16\u7a0b\u6280\u80fd\u548c\u6269\u5c55\u77e5\u8bc6\u7684\u597d\u65b9\u6cd5\u3002\u4f60\u53ef\u4ee5\u5728GitHub\u4e0a\u627e\u5230\u8bb8\u591a\u4f7f\u7528Python\u5e93\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u901a\u8fc7\u8d21\u732e\u4ee3\u7801\u6216\u6587\u6863\u6765\u63d0\u5347\u81ea\u5df1\u7684\u6280\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u53c2\u4e0e\u793e\u533a\u4ea4\u6d41<\/h3>\n<\/p>\n

        \u53c2\u4e0e\u793e\u533a\u4ea4\u6d41\u53ef\u4ee5\u5e2e\u52a9\u4f60\u89e3\u51b3\u5b66\u4e60\u4e2d\u7684\u7591\u95ee\uff0c\u5e76\u83b7\u53d6\u66f4\u591a\u7684\u5b66\u4e60\u8d44\u6e90\u548c\u7075\u611f\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          \u52a0\u5165\u5728\u7ebf\u793e\u533a<\/strong>
          Python\u6709\u4e00\u4e2a\u6d3b\u8dc3\u7684\u5f00\u53d1\u8005\u793e\u533a\uff0c\u4f60\u53ef\u4ee5\u52a0\u5165\u76f8\u5173\u7684\u8bba\u575b\u3001\u90ae\u4ef6\u5217\u8868\u6216\u793e\u4ea4\u5a92\u4f53\u7fa4\u7ec4\uff0c\u5982Reddit\u3001Stack Overflow\u548cPython\u5b98\u65b9\u8bba\u575b\u3002\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e0a\uff0c\u4f60\u53ef\u4ee5\u63d0\u51fa\u95ee\u9898\u3001\u5206\u4eab\u7ecf\u9a8c\u3001\u5b66\u4e60\u5176\u4ed6\u4eba\u7684\u7ecf\u9a8c\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u53c2\u52a0\u7ebf\u4e0b\u6d3b\u52a8<\/strong>
          \u53c2\u4e0ePython\u76f8\u5173\u7684\u7ebf\u4e0b\u6d3b\u52a8\uff0c\u5982\u6280\u672f\u4f1a\u8bae\u3001\u7814\u8ba8\u4f1a\u548c\u7528\u6237\u7ec4\u805a\u4f1a\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u7ed3\u8bc6\u5176\u4ed6\u5f00\u53d1\u8005\uff0c\u4ea4\u6d41\u5b66\u4e60\u7ecf\u9a8c\u3002\u8fd9\u4e9b\u6d3b\u52a8\u901a\u5e38\u5305\u62ec\u6f14\u8bb2\u3001\u5de5\u4f5c\u574a\u548c\u9879\u76ee\u5c55\u793a\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5b66\u4e60\u673a\u4f1a\u3002<\/p>\n<\/p>\n<\/li>\n

        3. \n

          \u8ddf\u968f\u6280\u672f\u535a\u5ba2\u548c\u64ad\u5ba2<\/strong>
          \u8bb8\u591a\u6280\u672f\u4e13\u5bb6\u548c\u5f00\u53d1\u8005\u4f1a\u5728\u535a\u5ba2\u548c\u64ad\u5ba2\u4e2d\u5206\u4eab\u4ed6\u4eec\u7684\u7ecf\u9a8c\u548c\u89c1\u89e3\u3002\u901a\u8fc7\u8ba2\u9605\u8fd9\u4e9b\u8d44\u6e90\uff0c\u4f60\u53ef\u4ee5\u83b7\u53d6\u6700\u65b0\u7684\u6280\u672f\u52a8\u6001\u548c\u5b66\u4e60\u6280\u5de7\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u6301\u7eed\u66f4\u65b0\u548c\u5b66\u4e60<\/h3>\n<\/p>\n

          Python\u5e93\u548c\u6280\u672f\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u6301\u7eed\u66f4\u65b0\u548c\u5b66\u4e60\u662f\u4fdd\u6301\u6280\u80fd\u9886\u5148\u7684\u5173\u952e\u3002<\/p>\n<\/p>\n

            \n
          1. \n

            \u5173\u6ce8\u5e93\u7684\u66f4\u65b0<\/strong>
            \u5b9a\u671f\u67e5\u770b\u4f60\u6240\u4f7f\u7528\u5e93\u7684\u66f4\u65b0\u65e5\u5fd7\u548c\u53d1\u884c\u8bf4\u660e\uff0c\u4e86\u89e3\u65b0\u529f\u80fd\u3001\u4f18\u5316\u548c\u4fee\u590d\u3002\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u4f60\u4fdd\u6301\u5bf9\u5e93\u7684\u6700\u65b0\u4e86\u89e3\uff0c\u5e76\u5229\u7528\u65b0\u529f\u80fd\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u5b66\u4e60\u65b0\u5174\u6280\u672f\u548c\u5e93<\/strong>
            \u6280\u672f\u9886\u57df\u53d8\u5316\u8fc5\u901f\uff0c\u603b\u6709\u65b0\u7684\u5e93\u548c\u6280\u672f\u51fa\u73b0\u3002\u4fdd\u6301\u5bf9\u65b0\u5174\u6280\u672f\u7684\u5173\u6ce8\uff0c\u5e76\u5b66\u4e60\u90a3\u4e9b\u5bf9\u4f60\u7684\u5de5\u4f5c\u6216\u9879\u76ee\u6709\u6f5c\u5728\u4ef7\u503c\u7684\u5e93\u3002<\/p>\n<\/p>\n<\/li>\n

          3. \n

            \u53cd\u601d\u548c\u603b\u7ed3<\/strong>
            \u5b9a\u671f\u53cd\u601d\u4f60\u7684\u5b66\u4e60\u8fc7\u7a0b\uff0c\u603b\u7ed3\u7ecf\u9a8c\u548c\u6559\u8bad\u3002\u901a\u8fc7\u5199\u535a\u5ba2\u6216\u6280\u672f\u7b14\u8bb0\uff0c\u4f60\u53ef\u4ee5\u66f4\u597d\u5730\u6574\u7406\u548c\u5206\u4eab\u81ea\u5df1\u7684\u5b66\u4e60\u6210\u679c\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

            \u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u7cfb\u7edf\u5730\u638c\u63e1Python\u7684\u5404\u79cd\u5e93\uff0c\u63d0\u5347\u81ea\u5df1\u7684\u7f16\u7a0b\u6280\u80fd\u548c\u9879\u76ee\u5f00\u53d1\u80fd\u529b\u3002\u8bb0\u4f4f\uff0c\u5b66\u4e60\u7f16\u7a0b\u662f\u4e00\u9879\u957f\u671f\u7684\u8fc7\u7a0b\uff0c\u9700\u8981\u6301\u7eed\u7684\u52aa\u529b\u548c\u5b9e\u8df5\u3002<\/p>\n<\/p>\n

            \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

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