{"id":991290,"date":"2024-12-27T08:27:20","date_gmt":"2024-12-27T00:27:20","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/991290.html"},"modified":"2024-12-27T08:27:23","modified_gmt":"2024-12-27T00:27:23","slug":"python%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e5%bf%ab%e9%80%9f%e5%8a%9e%e5%85%ac","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/991290.html","title":{"rendered":"python\u5982\u4f55\u5b9e\u73b0\u5feb\u901f\u529e\u516c"},"content":{"rendered":"

\"python\u5982\u4f55\u5b9e\u73b0\u5feb\u901f\u529e\u516c\"<\/p>\n

Python\u5b9e\u73b0\u5feb\u901f\u529e\u516c\u7684\u5173\u952e\u5728\u4e8e\uff1a\u81ea\u52a8\u5316\u91cd\u590d\u6027\u4efb\u52a1\u3001\u5904\u7406\u548c\u5206\u6790\u6570\u636e\u3001\u521b\u5efa\u81ea\u5b9a\u4e49\u5de5\u5177\u3001\u96c6\u6210\u4e0d\u540c\u7684\u8f6f\u4ef6\u548c\u670d\u52a1\u3002\u901a\u8fc7\u4f7f\u7528Python\u7684\u8fd9\u4e9b\u529f\u80fd\uff0c\u529e\u516c\u6548\u7387\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u3002\u4f8b\u5982\uff0c\u81ea\u52a8\u5316\u53ef\u4ee5\u8282\u7701\u5927\u91cf\u7684\u624b\u52a8\u64cd\u4f5c\u65f6\u95f4\uff0c\u800c\u6570\u636e\u5206\u6790\u80fd\u529b\u53ef\u4ee5\u5e2e\u52a9\u5feb\u901f\u505a\u51fa\u51b3\u7b56\u3002<\/strong><\/p>\n<\/p>\n

\u4e00\u3001\u81ea\u52a8\u5316\u91cd\u590d\u6027\u4efb\u52a1<\/p>\n<\/p>\n

\u5728\u65e5\u5e38\u529e\u516c\u4e2d\uff0c\u6709\u8bb8\u591a\u91cd\u590d\u6027\u7684\u4efb\u52a1\u53ef\u4ee5\u901a\u8fc7Python\u6765\u5b9e\u73b0\u81ea\u52a8\u5316\uff0c\u4f8b\u5982\u6570\u636e\u8f93\u5165\u3001\u6587\u4ef6\u7ba1\u7406\u548c\u7535\u5b50\u90ae\u4ef6\u5904\u7406\u7b49\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u6570\u636e\u8f93\u5165\u4e0e\u5904\u7406<\/strong>
    \u4f7f\u7528Python\u7684Pandas\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5904\u7406\u548c\u5206\u6790\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\uff0c\u5982Excel\u3001CSV\u7b49\u3002\u901a\u8fc7\u7f16\u5199\u811a\u672c\uff0c\u81ea\u52a8\u8bfb\u53d6\u3001\u6e05\u6d17\u548c\u5206\u6790\u6570\u636e\uff0c\u51cf\u5c11\u4eba\u5de5\u8f93\u5165\u9519\u8bef\uff0c\u63d0\u9ad8\u6570\u636e\u5904\u7406\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    \u6587\u4ef6\u7ba1\u7406<\/strong>
    Python\u7684os\u548cshutil\u6a21\u5757\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6587\u4ef6\u64cd\u4f5c\u529f\u80fd\u3002\u901a\u8fc7\u7f16\u5199\u811a\u672c\uff0c\u53ef\u4ee5\u81ea\u52a8\u5316\u6587\u4ef6\u7684\u521b\u5efa\u3001\u79fb\u52a8\u3001\u590d\u5236\u548c\u5220\u9664\u7b49\u64cd\u4f5c\uff0c\u5e2e\u52a9\u7ec4\u7ec7\u548c\u7ba1\u7406\u6587\u4ef6\u3002<\/p>\n<\/p>\n<\/li>\n

  3. \n

    \u7535\u5b50\u90ae\u4ef6\u5904\u7406<\/strong>
    \u4f7f\u7528Python\u7684smtplib\u548cimaplib\u6a21\u5757\uff0c\u53ef\u4ee5\u81ea\u52a8\u5316\u7535\u5b50\u90ae\u4ef6\u7684\u53d1\u9001\u548c\u63a5\u6536\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u7f16\u5199\u811a\u672c\u5b9a\u65f6\u53d1\u9001\u62a5\u544a\u6216\u4ece\u90ae\u7bb1\u4e2d\u63d0\u53d6\u91cd\u8981\u90ae\u4ef6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u5904\u7406\u548c\u5206\u6790\u6570\u636e<\/p>\n<\/p>\n

    \u5728\u4f01\u4e1a\u4e2d\uff0c\u6570\u636e\u5206\u6790\u662f\u51b3\u7b56\u7684\u91cd\u8981\u4f9d\u636e\u3002Python\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u5206\u6790\u5de5\u5177\uff0c\u4f7f\u5f97\u5904\u7406\u548c\u5206\u6790\u6570\u636e\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n<\/p>\n

      \n
    1. \n

      \u6570\u636e\u6e05\u6d17\u4e0e\u8f6c\u6362<\/strong>
      \u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u6b65\u9aa4\u3002\u4f7f\u7528Pandas\u5e93\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u8fc7\u6ee4\u548c\u8f6c\u6362\uff0c\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      \u6570\u636e\u53ef\u89c6\u5316<\/strong>
      Matplotlib\u548cSeaborn\u662fPython\u4e2d\u5e38\u7528\u7684\u6570\u636e\u53ef\u89c6\u5316\u5e93\u3002\u901a\u8fc7\u521b\u5efa\u56fe\u8868\u548c\u56fe\u5f62\uff0c\u5e2e\u52a9\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u8d8b\u52bf\u548c\u6a21\u5f0f\uff0c\u652f\u6301\u66f4\u5feb\u7684\u51b3\u7b56\u5236\u5b9a\u3002<\/p>\n<\/p>\n<\/li>\n

    3. \n

      \u9ad8\u7ea7\u6570\u636e\u5206\u6790<\/strong>
      \u4f7f\u7528Python\u7684Scikit-learn\u5e93\uff0c\u53ef\u4ee5\u8fdb\u884c\u673a\u5668\u5b66\u4e60<\/a>\u548c\u9884\u6d4b\u5206\u6790\u3002\u8fd9\u5728\u5e02\u573a\u5206\u6790\u3001\u5ba2\u6237\u884c\u4e3a\u9884\u6d4b\u7b49\u9886\u57df\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u521b\u5efa\u81ea\u5b9a\u4e49\u5de5\u5177<\/p>\n<\/p>\n

      Python\u7684\u7075\u6d3b\u6027\u5141\u8bb8\u7528\u6237\u521b\u5efa\u81ea\u5b9a\u4e49\u5de5\u5177\u548c\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ee5\u6ee1\u8db3\u7279\u5b9a\u7684\u529e\u516c\u9700\u6c42\u3002<\/p>\n<\/p>\n

        \n
      1. \n

        \u5c0f\u578b\u5e94\u7528\u7a0b\u5e8f<\/strong>
        \u4f7f\u7528Python\u7684Tkinter\u5e93\uff0c\u53ef\u4ee5\u5f00\u53d1\u7b80\u5355\u7684\u684c\u9762\u5e94\u7528\u7a0b\u5e8f\u3002\u4f8b\u5982\uff0c\u521b\u5efa\u4e00\u4e2a\u5c0f\u578b\u7684\u5e93\u5b58\u7ba1\u7406\u7cfb\u7edf\uff0c\u5e2e\u52a9\u8ddf\u8e2a\u548c\u7ba1\u7406\u5e93\u5b58\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        \u811a\u672c\u5316\u4efb\u52a1<\/strong>
        \u7f16\u5199\u811a\u672c\u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u4e00\u7cfb\u5217\u590d\u6742\u7684\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u81ea\u52a8\u751f\u6210\u62a5\u544a\u3001\u6279\u91cf\u5904\u7406\u56fe\u50cf\u6216\u89c6\u9891\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n

      3. \n

        \u63d2\u4ef6\u548c\u6269\u5c55<\/strong>
        \u53ef\u4ee5\u4e3a\u73b0\u6709\u7684\u8f6f\u4ef6\u521b\u5efa\u63d2\u4ef6\u6216\u6269\u5c55\u3002\u4f8b\u5982\uff0c\u4e3aExcel\u5f00\u53d1\u81ea\u5b9a\u4e49\u529f\u80fd\uff0c\u6269\u5c55\u5176\u6570\u636e\u5206\u6790\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u96c6\u6210\u4e0d\u540c\u7684\u8f6f\u4ef6\u548c\u670d\u52a1<\/p>\n<\/p>\n

        Python\u53ef\u4ee5\u4e0e\u591a\u79cd\u8f6f\u4ef6\u548c\u5728\u7ebf\u670d\u52a1\u96c6\u6210\uff0c\u6253\u901a\u4fe1\u606f\u5b64\u5c9b\uff0c\u63d0\u9ad8\u529e\u516c\u6548\u7387\u3002<\/p>\n<\/p>\n

          \n
        1. \n

          API\u96c6\u6210<\/strong>
          \u4f7f\u7528Python\u7684requests\u5e93\uff0c\u53ef\u4ee5\u4e0e\u5404\u79cdAPI\u8fdb\u884c\u4ea4\u4e92\uff0c\u83b7\u53d6\u548c\u53d1\u9001\u6570\u636e\u3002\u4f8b\u5982\uff0c\u96c6\u6210          CRM<\/a>\u7cfb\u7edf\u4e0e\u7535\u5b50\u5546\u52a1\u5e73\u53f0\uff0c\u5b9e\u73b0\u6570\u636e\u540c\u6b65\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          \u6570\u636e\u5e93\u8fde\u63a5<\/strong>
          Python\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\u8fde\u63a5\uff0c\u5982MySQL\u3001PostgreSQL\u7b49\u3002\u901a\u8fc7\u7f16\u5199\u811a\u672c\uff0c\u53ef\u4ee5\u81ea\u52a8\u5316\u6570\u636e\u7684\u63d0\u53d6\u3001\u66f4\u65b0\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n<\/li>\n

        3. \n

          \u4e0e\u529e\u516c\u8f6f\u4ef6\u96c6\u6210<\/strong>
          \u4f7f\u7528Python\u7684win32com\u6a21\u5757\uff0c\u53ef\u4ee5\u4e0eMicrosoft Office\u8f6f\u4ef6\u8fdb\u884c\u96c6\u6210\u3002\u4f8b\u5982\uff0c\u81ea\u52a8\u751f\u6210Word\u6587\u6863\u3001\u66f4\u65b0Excel\u8868\u683c\u6216\u521b\u5efaPowerPoint\u6f14\u793a\u6587\u7a3f\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387\u7684\u5de5\u5177\u548c\u65b9\u6cd5<\/p>\n<\/p>\n

          \u4e3a\u4e86\u66f4\u597d\u5730\u5229\u7528Python\u63d0\u9ad8\u529e\u516c\u6548\u7387\uff0c\u8fd8\u9700\u8981\u638c\u63e1\u4e00\u4e9b\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387\u7684\u65b9\u6cd5\u548c\u5de5\u5177\u3002<\/p>\n<\/p>\n

            \n
          1. \n

            \u4f7f\u7528IDE<\/strong>
            \u4e00\u4e2a\u597d\u7684IDE\uff08\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff09\u53ef\u4ee5\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387\u3002PyCharm\u3001VSCode\u548cJupyter Notebook\u90fd\u662f\u4e0d\u9519\u7684\u9009\u62e9\uff0c\u63d0\u4f9b\u4e86\u4ee3\u7801\u8865\u5168\u3001\u8c03\u8bd5\u548c\u7248\u672c\u63a7\u5236\u7b49\u529f\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n

          2. \n

            \u7248\u672c\u63a7\u5236<\/strong>
            \u4f7f\u7528Git\u8fdb\u884c\u7248\u672c\u63a7\u5236\uff0c\u53ef\u4ee5\u8ddf\u8e2a\u4ee3\u7801\u7684\u53d8\u5316\uff0c\u534f\u4f5c\u5f00\u53d1\u9879\u76ee\uff0c\u5e76\u5728\u51fa\u73b0\u95ee\u9898\u65f6\u8f7b\u677e\u56de\u6eda\u4ee3\u7801\u3002<\/p>\n<\/p>\n<\/li>\n

          3. \n

            \u4ee3\u7801\u590d\u7528<\/strong>
            \u7f16\u5199\u53ef\u590d\u7528\u7684\u4ee3\u7801\u6a21\u5757\u548c\u51fd\u6570\uff0c\u51cf\u5c11\u91cd\u590d\u52b3\u52a8\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

            \u516d\u3001Python\u5728\u7279\u5b9a\u529e\u516c\u573a\u666f\u4e0b\u7684\u5e94\u7528<\/p>\n<\/p>\n

            Python\u5728\u4e0d\u540c\u7684\u529e\u516c\u573a\u666f\u4e0b\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4ee5\u4e0b\u662f\u51e0\u4e2a\u5177\u4f53\u7684\u4f8b\u5b50\u3002<\/p>\n<\/p>\n

              \n
            1. \n

              \u8d22\u52a1\u5206\u6790<\/strong>
              \u4f7f\u7528Python\u53ef\u4ee5\u81ea\u52a8\u5316\u8d22\u52a1\u6570\u636e\u7684\u83b7\u53d6\u3001\u5904\u7406\u548c\u5206\u6790\u3002\u4f8b\u5982\uff0c\u7f16\u5199\u811a\u672c\u81ea\u52a8\u4ece\u94f6\u884c\u7f51\u7ad9\u4e0b\u8f7d\u4ea4\u6613\u8bb0\u5f55\uff0c\u6574\u7406\u548c\u5206\u6790\u652f\u51fa\u60c5\u51b5\u3002<\/p>\n<\/p>\n<\/li>\n

            2. \n

              \u5e02\u573a\u8425\u9500<\/strong>
              \u5728\u5e02\u573a\u8425\u9500\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Python\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u6570\u636e\uff0c\u8ddf\u8e2a\u548c\u5206\u6790\u54c1\u724c\u7684\u5728\u7ebf\u8868\u73b0\uff0c\u5e2e\u52a9\u5236\u5b9a\u8425\u9500\u7b56\u7565\u3002<\/p>\n<\/p>\n<\/li>\n

            3. \n

              \u4eba\u529b\u8d44\u6e90\u7ba1\u7406<\/a><\/strong>
              Python\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u5316\u62db\u8058\u6d41\u7a0b\uff0c\u5982\u81ea\u52a8\u7b5b\u9009\u7b80\u5386\uff0c\u5206\u6790\u5458\u5de5\u7ee9\u6548\u6570\u636e\uff0c\u4f18\u5316\u4eba\u529b\u8d44\u6e90\u7ba1\u7406\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

              \u4e03\u3001\u5b66\u4e60\u548c\u63d0\u5347Python\u6280\u80fd<\/p>\n<\/p>\n

              \u4e3a\u4e86\u66f4\u597d\u5730\u5e94\u7528Python\u63d0\u9ad8\u529e\u516c\u6548\u7387\uff0c\u6301\u7eed\u5b66\u4e60\u548c\u63d0\u5347Python\u6280\u80fd\u662f\u5fc5\u8981\u7684\u3002<\/p>\n<\/p>\n

                \n
              1. \n

                \u5728\u7ebf\u5b66\u4e60\u8d44\u6e90<\/strong>
                \u5229\u7528\u5728\u7ebf\u5e73\u53f0\u5982Coursera\u3001Udemy\u548cKhan Academy\uff0c\u5b66\u4e60Python\u7f16\u7a0b\u548c\u76f8\u5173\u7684\u5de5\u5177\u548c\u6280\u672f\u3002<\/p>\n<\/p>\n<\/li>\n

              2. \n

                \u5b9e\u8df5\u9879\u76ee<\/strong>
                \u901a\u8fc7\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u6216\u5f00\u53d1\u4e2a\u4eba\u9879\u76ee\uff0c\u79ef\u7d2f\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u63d0\u5347\u5b9e\u9645\u95ee\u9898\u89e3\u51b3\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n

              3. \n

                \u793e\u533a\u4ea4\u6d41<\/strong>
                \u52a0\u5165Python\u5f00\u53d1\u8005\u793e\u533a\uff0c\u5982Stack Overflow\u3001Reddit\u548cGitHub\uff0c\u4ea4\u6d41\u7ecf\u9a8c\uff0c\u83b7\u53d6\u5e2e\u52a9\uff0c\u62d3\u5c55\u4eba\u8109\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

                \u901a\u8fc7\u6709\u6548\u5730\u5229\u7528Python\u8fdb\u884c\u81ea\u52a8\u5316\u3001\u6570\u636e\u5206\u6790\u548c\u96c6\u6210\u4e0d\u540c\u7684\u8f6f\u4ef6\u548c\u670d\u52a1\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u529e\u516c\u6548\u7387\uff0c\u91ca\u653e\u66f4\u591a\u65f6\u95f4\u548c\u7cbe\u529b\u7528\u4e8e\u521b\u9020\u6027\u548c\u6218\u7565\u6027\u5de5\u4f5c\u3002\u968f\u7740Python\u6280\u80fd\u7684\u4e0d\u65ad\u63d0\u5347\uff0c\u529e\u516c\u4e2d\u7684\u590d\u6742\u95ee\u9898\u4e5f\u5c06\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u89e3\u51b3\u3002<\/p>\n<\/p>\n

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