{"id":186595,"date":"2024-05-09T15:25:32","date_gmt":"2024-05-09T07:25:32","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/186595.html"},"modified":"2024-05-09T15:25:35","modified_gmt":"2024-05-09T07:25:35","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%80%8e%e4%b9%88%e5%85%a5%e9%97%a8%e5%95%8a%ef%bc%81%ef%bc%81%ef%bc%81","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/186595.html","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u600e\u4e48\u5165\u95e8\u554a\uff01\uff01\uff01"},"content":{"rendered":"

\"\u673a\u5668\u5b66\u4e60\u600e\u4e48\u5165\u95e8\u554a\uff01\uff01\uff01\"<\/p>\n

\u673a\u5668\u5b66\u4e60<\/a>\u7684\u5165\u95e8\u9700\u8981\u7406\u89e3\u57fa\u7840\u7406\u8bba\u3001\u638c\u63e1\u5fc5\u8981\u7684\u6570\u5b66\u77e5\u8bc6\u3001\u5b66\u4e60\u7f16\u7a0b\u6280\u80fd\u3001\u5e76\u52a8\u624b\u5b9e\u8df5\u9879\u76ee<\/strong>\u3002\u9996\u5148\uff0c\u5e94\u5f53\u4ece\u673a\u5668\u5b66\u4e60\u7684\u57fa\u672c\u6982\u5ff5\u5165\u624b\uff0c\u5305\u62ec\u76d1\u7763\u5b66\u4e60\u548c\u975e\u76d1\u7763\u5b66\u4e60\u7684\u533a\u522b\u3001\u5e38\u89c1\u7684\u7b97\u6cd5\u548c\u6a21\u578b\u3002\u7d27\u63a5\u7740\uff0c\u6ce8\u91cd\u7edf\u8ba1\u5b66\u548c\u7ebf\u6027\u4ee3\u6570\u8fd9\u4e24\u95e8\u5173\u952e\u7684\u6570\u5b66\u8bfe\u7a0b\uff0c\u56e0\u4e3a\u5b83\u4eec\u4e3a\u7406\u89e3\u7b97\u6cd5\u7684\u5de5\u4f5c\u539f\u7406\u63d0\u4f9b\u4e86\u5fc5\u8981\u7684\u6570\u5b66\u57fa\u7840\u3002\u6b64\u5916\uff0c\u7f16\u7a0b\u6280\u80fd\u7279\u522b\u662fPython\u8bed\u8a00\u662f\u5b9e\u73b0\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u4e3b\u8981\u5de5\u5177\uff0c\u56e0\u6b64\u638c\u63e1\u81f3\u5c11\u4e00\u79cd\u4e3b\u6d41\u7684\u7f16\u7a0b\u8bed\u8a00\u662f\u5fc5\u8981\u7684\u3002\u6700\u540e\uff0c\u901a\u8fc7\u9879\u76ee\u5b9e\u8df5\u5c06\u7406\u8bba\u77e5\u8bc6\u5e94\u7528\u5230\u5b9e\u9645\u95ee\u9898\u4e2d\uff0c\u8fd9\u4e00\u6b65\u4e0d\u4ec5\u53ef\u4ee5\u52a0\u6df1\u7406\u89e3\uff0c\u8fd8\u53ef\u4ee5\u79ef\u7d2f\u7ecf\u9a8c\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u7406\u89e3\u57fa\u7840\u7406\u8bba\u548c\u6982\u5ff5<\/h3>\n<\/p>\n

\u5728\u673a\u5668\u5b66\u4e60\u5165\u95e8\u7684\u65c5\u7a0b\u4e2d\uff0c\u521d\u59cb\u9636\u6bb5\u5e94\u8be5\u5c06\u6ce8\u610f\u529b\u96c6\u4e2d\u5728\u57fa\u7840\u7406\u8bba\u548c\u6982\u5ff5\u4e0a\u3002\u8fd9\u5305\u62ec\u4e86\u89e3\u5982\u4f55\u5b9a\u4e49\u673a\u5668\u5b66\u4e60\u4ee5\u53ca\u5b83\u4e0e\u4eba\u5de5\u667a\u80fd<\/a>\u548c\u6570\u636e\u79d1\u5b66\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u673a\u5668\u5b66\u4e60<\/strong> \u662f\u4e00\u79cd\u4f7f\u8ba1\u7b97\u673a\u7cfb\u7edf\u5229\u7528\u6570\u636e\u548c\u7b97\u6cd5\u81ea\u52a8\u8fdb\u884c\u5b66\u4e60\u548c\u6539\u8fdb\u4efb\u52a1\u6267\u884c\u7684\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n

\u57fa\u672c\u6982\u5ff5\u7406\u89e3<\/h4>\n<\/p>\n
    \n
  • \u76d1\u7763\u5b66\u4e60<\/strong>: \u8be5\u9886\u57df\u7684\u6a21\u578b\u901a\u8fc7\u6807\u8bb0\u597d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u6765\u5b66\u4e60\uff0c\u4ee5\u4fbf\u9884\u6d4b\u672a\u89c1\u8fc7\u7684\u6570\u636e\u7684\u8f93\u51fa\u3002<\/li>\n
  • \u975e\u76d1\u7763\u5b66\u4e60<\/strong>: \u6b64\u7c7b\u7b97\u6cd5\u901a\u8fc7\u5206\u6790\u6ca1\u6709\u6807\u8bb0\u7684\u6570\u636e\u6765\u53d1\u73b0\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u3002<\/li>\n
  • \u5f3a\u5316\u5b66\u4e60<\/strong>: \u8fd9\u7c7b\u6a21\u578b\u901a\u8fc7\u4e0e\u73af\u5883\u7684\u4e92\u52a8\u6765\u5b66\u4e60\u6700\u4f18\u884c\u4e3a\uff0c\u4ee5\u6b64\u6700\u5927\u5316\u67d0\u79cd\u5956\u52b1\u3002<\/li>\n<\/ul>\n

    \u673a\u5668\u5b66\u4e60\u79cd\u7c7b\u548c\u7b97\u6cd5<\/h4>\n<\/p>\n
      \n
    • \u7ebf\u6027\u56de\u5f52<\/strong>: \u51e0\u4e4e\u662f\u6700\u7b80\u5355\u7684\u9884\u6d4b\u6a21\u578b\uff0c\u9002\u7528\u4e8e\u8f93\u5165\u548c\u8f93\u51fa\u53d8\u91cf\u4e4b\u95f4\u5b58\u5728\u7ebf\u6027\u5173\u7cfb\u7684\u60c5\u51b5\u3002<\/li>\n
    • \u51b3\u7b56\u6811<\/strong>: \u4e00\u4e2a\u6811\u5f62\u7ed3\u6784\u7b97\u6cd5\uff0c\u5b83\u4f7f\u7528\u5206\u652f\u65b9\u6cd5\u6765\u8bf4\u660e\u53ef\u80fd\u7684\u51b3\u7b56\u8def\u5f84\u548c\u5176\u7ed3\u679c\u3002<\/li>\n
    • \u968f\u673a\u68ee\u6797<\/strong>: \u7531\u591a\u4e2a\u51b3\u7b56\u6811\u7ec4\u6210\u7684\u96c6\u6210\u7b97\u6cd5\uff0c\u7528\u4e8e\u9632\u6b62\u6a21\u578b\u8fc7\u62df\u5408\u3002<\/li>\n<\/ul>\n

      \u4e8c\u3001\u638c\u63e1\u5173\u952e\u6570\u5b66\u77e5\u8bc6<\/h3>\n<\/p>\n

      \u6570\u5b66\u662f\u673a\u5668\u5b66\u4e60\u7684\u57fa\u77f3\uff0c\u7279\u522b\u662f\u7edf\u8ba1\u5b66<\/strong>\u548c\u7ebf\u6027\u4ee3\u6570<\/strong>\u3002\u8fd9\u4e24\u90e8\u5206\u63d0\u4f9b\u4e86\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u4ee5\u53ca\u7b97\u6cd5\u80cc\u540e\u7684\u7406\u8bba\u57fa\u7840\u3002<\/p>\n<\/p>\n

      \u7edf\u8ba1\u5b66\u57fa\u7840<\/h4>\n<\/p>\n
        \n
      • \u6982\u7387\u5206\u5e03<\/strong>: \u7406\u89e3\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u5206\u5e03\u6a21\u5f0f\u5bf9\u4e8e\u5efa\u7acb\u9884\u6d4b\u6a21\u578b\u81f3\u5173\u91cd\u8981\u3002<\/li>\n
      • \u5047\u8bbe\u68c0\u9a8c<\/strong>: \u8fd9\u5141\u8bb8\u4f60\u9a8c\u8bc1\u6a21\u578b\u6216\u6570\u636e\u7684\u67d0\u4e9b\u7279\u6027\u7684\u7edf\u8ba1\u663e\u8457\u6027\u3002<\/li>\n<\/ul>\n

        \u7ebf\u6027\u4ee3\u6570\u57fa\u7840<\/h4>\n<\/p>\n
          \n
        • \u5411\u91cf\u548c\u77e9\u9635\u64cd\u4f5c<\/strong>: \u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u51e0\u4e4e\u6240\u6709\u7684\u6570\u636e\u90fd\u662f\u4ee5\u5411\u91cf\u6216\u77e9\u9635\u7684\u5f62\u5f0f\u8868\u793a\u3002<\/li>\n
        • \u7279\u5f81\u503c\u548c\u7279\u5f81\u5411\u91cf<\/strong>: \u8fd9\u4e9b\u6982\u5ff5\u5728\u6570\u636e\u964d\u7ef4\u548c\u7406\u89e3\u77e9\u9635\u7684\u7279\u6027\u4e2d\u975e\u5e38\u5173\u952e\u3002<\/li>\n<\/ul>\n

          \u4e09\u3001\u5b66\u4e60\u7f16\u7a0b\u6280\u80fd<\/h3>\n<\/p>\n

          \u638c\u63e1\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5c24\u5176\u662fPython<\/strong>\uff0c\u56e0\u4e3a\u5b83\u662f\u5f53\u524d\u6700\u6d41\u884c\u7684\u673a\u5668\u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u3002\u4e86\u89e3\u57fa\u7840\u7f16\u7a0b\u6982\u5ff5\u5e76\u719f\u6089\u6709\u5173\u7684\u5e93\u548c\u6846\u67b6\u662f\u5fc5\u8981\u7684\u3002<\/p>\n<\/p>\n

          \u7f16\u7a0b\u57fa\u7840<\/h4>\n<\/p>\n
            \n
          • Python\u57fa\u7840<\/strong>: \u5b66\u4e60\u57fa\u672c\u7684\u8bed\u6cd5\u3001\u63a7\u5236\u6d41\u7a0b\u4ee5\u53ca\u6570\u636e\u7ed3\u6784\u3002<\/li>\n
          • \u673a\u5668\u5b66\u4e60\u5e93<\/strong>: \u5982scikit-learn\u3001TensorFlow\u548cPyTorch\u63d0\u4f9b\u4e86\u5927\u91cf\u9884\u5148\u6784\u5efa\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002<\/li>\n<\/ul>\n

            \u5b9e\u9645\u5e94\u7528<\/h4>\n<\/p>\n
              \n
            • \u6570\u636e\u5904\u7406<\/strong>: \u4f7f\u7528Pandas\u548cNumPy\u7b49\u5e93\u6765\u6e05\u6d17\u548c\u51c6\u5907\u6570\u636e\u8fdb\u884c\u5206\u6790\u3002<\/li>\n
            • \u53ef\u89c6\u5316<\/strong>: \u638c\u63e1\u5982Matplotlib\u548cSeaborn\u7b49\u5e93\u6765\u521b\u5efa\u56fe\u5f62\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u548c\u5206\u6790\u7ed3\u679c\u3002<\/li>\n<\/ul>\n

              \u56db\u3001\u52a8\u624b\u5b9e\u8df5\u9879\u76ee<\/h3>\n<\/p>\n

              \u5165\u95e8\u673a\u5668\u5b66\u4e60\u7684\u6700\u4f73\u65b9\u6cd5\u662f\u901a\u8fc7\u5b9e\u9645\u9879\u76ee\u5b66\u4e60\u3002\u8fd9\u80fd\u63d0\u4f9b\u5b9d\u8d35\u7684\u7ecf\u9a8c\uff0c\u5e76\u5e2e\u52a9\u4f60\u5c06\u7406\u8bba\u8f6c\u5316\u4e3a\u5b9e\u8df5\u3002<\/p>\n<\/p>\n

              \u9009\u62e9\u9879\u76ee<\/h4>\n<\/p>\n
                \n
              • \u5c0f\u578b\u9879\u76ee<\/strong>: \u4f8b\u5982\uff0c\u5bf9\u623f\u4ef7\u8fdb\u884c\u9884\u6d4b\u6216\u8005\u662f\u624b\u5199\u6570\u5b57\u8bc6\u522b\uff0c\u8fd9\u4e9b\u9879\u76ee\u53ef\u4ee5\u5e2e\u52a9\u5165\u95e8\u8005\u5efa\u7acb\u4fe1\u5fc3\u3002<\/li>\n
              • \u6570\u636e\u7ade\u8d5b<\/strong>: \u53c2\u4e0eKaggle\u7b49\u5728\u7ebf\u5e73\u53f0\u4e0a\u7684\u6570\u636e\u79d1\u5b66\u7ade\u8d5b\uff0c\u53ef\u4ee5\u63d0\u9ad8\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u7684\u80fd\u529b\u3002<\/li>\n<\/ul>\n

                \u590d\u76d8\u548c\u8fed\u4ee3<\/h4>\n<\/p>\n
                  \n
                • \u9519\u8bef\u5206\u6790<\/strong>: \u7406\u89e3\u6a21\u578b\u6027\u80fd\u4e0d\u4f73\u7684\u539f\u56e0\uff0c\u5e76\u627e\u51fa\u6539\u8fdb\u7684\u65b9\u6cd5\u3002<\/li>\n
                • \u8fed\u4ee3\u4f18\u5316<\/strong>: \u8fd0\u7528\u6240\u5b66\u7684\u65b0\u6280\u672f\u548c\u7b56\u7565\u4e0d\u65ad\u6539\u8fdb\u6a21\u578b\u3002<\/li>\n<\/ul>\n

                  \u901a\u8fc7\u6df1\u5165\u5b66\u4e60\u57fa\u7840\u77e5\u8bc6\u3001\u52a0\u5f3a\u6570\u5b66\u7406\u8bba\u3001\u57f9\u517b\u7f16\u7a0b\u6280\u5de7\uff0c\u5e76\u79ef\u6781\u53c2\u4e0e\u5b9e\u8df5\uff0c\u4f60\u5c06\u80fd\u4ee5\u624e\u5b9e\u7684\u57fa\u7840\u8e0f\u4e0a\u673a\u5668\u5b66\u4e60\u7684\u5f81\u7a0b\u3002\u4e0d\u65ad\u7684\u5b9e\u8df5\u548c\u5b66\u4e60\u662f\u5b9e\u73b0\u4ece\u5165\u95e8\u5230\u7cbe\u901a\u7684\u5173\u952e\u6b65\u9aa4\u3002<\/p>\n<\/p>\n

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

                  \u5982\u4f55\u5feb\u901f\u5165\u95e8\u673a\u5668\u5b66\u4e60\uff1f<\/strong><\/p>\n

                  \u673a\u5668\u5b66\u4e60\u53ef\u4ee5\u6210\u4e3a\u4e00\u9879\u4ee4\u4eba\u632f\u594b\u7684\u6280\u80fd\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6b65\u9aa4\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5feb\u901f\u5165\u95e8\uff1a<\/p>\n

                    \n
                  1. \n

                    \u4e86\u89e3\u57fa\u7840\u6982\u5ff5\uff1a\u5f00\u59cb\u5b66\u4e60\u673a\u5668\u5b66\u4e60\u524d\uff0c\u9996\u5148\u4e86\u89e3\u4e00\u4e9b\u57fa\u7840\u6982\u5ff5\uff0c\u5982\u76d1\u7763\u5b66\u4e60\u3001\u65e0\u76d1\u7763\u5b66\u4e60\u3001\u56de\u5f52\u548c\u5206\u7c7b\u7b49\u3002\u8fd9\u5c06\u4e3a\u4f60\u540e\u7eed\u7684\u5b66\u4e60\u5960\u5b9a\u57fa\u7840\u3002<\/p>\n<\/li>\n

                  2. \n

                    \u5b66\u4e60\u6570\u5b66\u548c\u7edf\u8ba1\u5b66\u57fa\u7840\uff1a\u673a\u5668\u5b66\u4e60\u4e0e\u6570\u5b66\u548c\u7edf\u8ba1\u5b66\u5bc6\u5207\u76f8\u5173\uff0c\u719f\u6089\u7ebf\u6027\u4ee3\u6570\u3001\u6982\u7387\u8bba\u548c\u7edf\u8ba1\u5b66\u5c06\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u7b97\u6cd5\u548c\u6a21\u578b\u3002<\/p>\n<\/li>\n

                  3. \n

                    \u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u548c\u5de5\u5177\uff1a\u638c\u63e1\u7f16\u7a0b\u8bed\u8a00\u5982Python\u6216R\uff0c\u5b83\u4eec\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u975e\u5e38\u6d41\u884c\u3002\u6b64\u5916\uff0c\u638c\u63e1\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u6a21\u578b\u6784\u5efa\u7684\u5e38\u7528\u5de5\u5177\u548c\u5e93\uff0c\u5982NumPy\u3001Pandas\u548cScikit-learn\u3002<\/p>\n<\/li>\n

                  4. \n

                    \u5b9e\u8df5\u9879\u76ee\uff1a\u5b66\u4e60\u7406\u8bba\u77e5\u8bc6\u540e\uff0c\u901a\u8fc7\u5b9e\u8df5\u9879\u76ee\u6765\u5de9\u56fa\u4f60\u7684\u5b66\u4e60\u6210\u679c\u3002\u627e\u4e00\u4e9b\u5f00\u653e\u7684\u6570\u636e\u96c6\uff0c\u5c1d\u8bd5\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u7528\u7684\u4fe1\u606f\u5e76\u6784\u5efa\u6a21\u578b\u3002<\/p>\n<\/li>\n

                  5. \n

                    \u63a2\u7d22\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff1a\u4e86\u89e3\u4e0d\u540c\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5305\u62ec\u51b3\u7b56\u6811\u3001\u652f\u6301\u5411\u91cf\u673a\u3001\u795e\u7ecf\u7f51\u7edc\u7b49\u3002\u7406\u89e3\u5b83\u4eec\u7684\u539f\u7406\u548c\u9002\u7528\u573a\u666f\uff0c\u4ee5\u4fbf\u5728\u5b9e\u9645\u95ee\u9898\u4e2d\u505a\u51fa\u6b63\u786e\u7684\u9009\u62e9\u3002<\/p>\n<\/li>\n

                  6. \n

                    \u52a0\u5165\u793e\u533a\u548c\u53c2\u52a0\u57f9\u8bad\u73ed\uff1a\u901a\u8fc7\u53c2\u52a0\u673a\u5668\u5b66\u4e60\u793e\u533a\u548c\u57f9\u8bad\u73ed\uff0c\u4e0e\u5176\u4ed6\u5b66\u4e60\u8005\u4e92\u52a8\u5e76\u5206\u4eab\u7ecf\u9a8c\u3002\u8fd9\u5c06\u5e2e\u52a9\u4f60\u4e0d\u65ad\u8fdb\u6b65\uff0c\u4e86\u89e3\u6700\u65b0\u7684\u7814\u7a76\u548c\u8d8b\u52bf\u3002<\/p>\n<\/li>\n

                  7. \n

                    \u4e0d\u65ad\u5b66\u4e60\u548c\u5b9e\u8df5\uff1a\u673a\u5668\u5b66\u4e60\u662f\u4e00\u4e2a\u4e0d\u65ad\u53d1\u5c55\u548c\u6f14\u5316\u7684\u9886\u57df\uff0c\u4fdd\u6301\u5b66\u4e60\u7684\u6001\u5ea6\u5e76\u6301\u7eed\u5b9e\u8df5\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/p>\n<\/li>\n<\/ol>\n

                    \u673a\u5668\u5b66\u4e60\u5165\u95e8\u6709\u54ea\u4e9b\u597d\u7684\u5b66\u4e60\u8d44\u6e90\uff1f<\/strong><\/p>\n

                    \u6709\u4ee5\u4e0b\u51e0\u4e2a\u8d44\u6e90\u53ef\u4f9b\u4f60\u5165\u95e8\u673a\u5668\u5b66\u4e60\uff1a<\/p>\n

                      \n
                    1. \n

                      \u5728\u7ebf\u8bfe\u7a0b\uff1a\u8bb8\u591a\u5927\u5b66\u548c\u5728\u7ebf\u5b66\u4e60\u5e73\u53f0\u90fd\u63d0\u4f9b\u673a\u5668\u5b66\u4e60\u76f8\u5173\u7684\u5728\u7ebf\u8bfe\u7a0b\u3002\u4f8b\u5982\uff0cCoursera\u4e0a\u7684\u300a\u673a\u5668\u5b66\u4e60\u300b\u8bfe\u7a0b\u7531\u65af\u5766\u798f\u5927\u5b66\u6559\u6388Andrew Ng\u4e3b\u8bb2\uff0c\u662f\u5165\u95e8\u673a\u5668\u5b66\u4e60\u7684\u4e0d\u9519\u9009\u62e9\u3002<\/p>\n<\/li>\n

                    2. \n

                      \u4e66\u7c4d\uff1a\u6709\u5f88\u591a\u7ecf\u5178\u7684\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5165\u95e8\u3002\u300a\u897f\u74dc\u4e66\u300b\uff08\u300a\u673a\u5668\u5b66\u4e60\u300b\uff09\u662f\u4e00\u672c\u7ecf\u5178\u6559\u6750\uff0c\u8bb2\u89e3\u4e86\u673a\u5668\u5b66\u4e60\u7684\u57fa\u672c\u6982\u5ff5\u548c\u7b97\u6cd5\u3002\u53e6\u5916\uff0c\u300aPython\u673a\u5668\u5b66\u4e60\u300b\u548c\u300a\u6df1\u5ea6\u5b66\u4e60\u300b\u7b49\u4e66\u7c4d\u4e5f\u662f\u5f88\u53d7\u63a8\u8350\u7684\u3002<\/p>\n<\/li>\n

                    3. \n

                      \u5f00\u6e90\u9879\u76ee\uff1a\u8bb8\u591a\u673a\u5668\u5b66\u4e60\u7684\u5f00\u6e90\u9879\u76ee\u53ef\u4ee5\u4f9b\u4f60\u5b66\u4e60\u548c\u5b9e\u8df5\uff0c\u4f8b\u5982Scikit-learn\u3001TensorFlow\u548cPyTorch\u7b49\u3002\u4f60\u53ef\u4ee5\u67e5\u9605\u5176\u5b98\u65b9\u6587\u6863\u548c\u793a\u4f8b\u4ee3\u7801\uff0c\u4e86\u89e3\u5b83\u4eec\u7684\u4f7f\u7528\u65b9\u6cd5\u548c\u5b9e\u4f8b\u3002<\/p>\n<\/li>\n

                    4. \n

                      \u6570\u636e\u79d1\u5b66\u6bd4\u8d5b\u5e73\u53f0\uff1aKaggle\u662f\u4e00\u4e2a\u975e\u5e38\u53d7\u6b22\u8fce\u7684\u6570\u636e\u79d1\u5b66\u6bd4\u8d5b\u5e73\u53f0\uff0c\u4f60\u53ef\u4ee5\u5728\u4e0a\u9762\u627e\u5230\u8bb8\u591a\u6709\u8da3\u7684\u7ade\u8d5b\u9879\u76ee\uff0c\u5b66\u4e60\u4e0d\u540c\u7684\u673a\u5668\u5b66\u4e60\u6280\u672f\u548c\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u7684\u65b9\u6cd5\u3002<\/p>\n<\/li>\n<\/ol>\n

                      \u673a\u5668\u5b66\u4e60\u5165\u95e8\u9700\u8981\u5177\u5907\u54ea\u4e9b\u57fa\u7840\u77e5\u8bc6\uff1f<\/strong><\/p>\n

                      \u5165\u95e8\u673a\u5668\u5b66\u4e60\u9700\u8981\u4e00\u4e9b\u57fa\u7840\u77e5\u8bc6\uff0c\u5305\u62ec\uff1a<\/p>\n

                        \n
                      1. \n

                        \u7f16\u7a0b\u57fa\u7840\uff1a\u81f3\u5c11\u8981\u638c\u63e1\u4e00\u95e8\u7f16\u7a0b\u8bed\u8a00\uff08\u5982Python\u6216R\uff09\uff0c\u4e86\u89e3\u57fa\u672c\u7684\u8bed\u6cd5\u548c\u7f16\u7a0b\u6982\u5ff5\uff0c\u80fd\u591f\u7f16\u5199\u7b80\u5355\u7684\u7a0b\u5e8f\u3002<\/p>\n<\/li>\n

                      2. \n

                        \u6570\u5b66\u57fa\u7840\uff1a\u719f\u6089\u7ebf\u6027\u4ee3\u6570\u3001\u6982\u7387\u8bba\u3001\u7edf\u8ba1\u5b66\u7b49\u6570\u5b66\u57fa\u7840\u77e5\u8bc6\u3002\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u80cc\u540e\u7684\u6570\u5b66\u539f\u7406\u662f\u7406\u89e3\u548c\u4f18\u5316\u6a21\u578b\u7684\u5173\u952e\u3002<\/p>\n<\/li>\n

                      3. \n

                        \u6570\u636e\u5206\u6790\u57fa\u7840\uff1a\u4e86\u89e3\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u53ef\u89c6\u5316\u548c\u7279\u5f81\u5de5\u7a0b\u7b49\u6570\u636e\u5206\u6790\u7684\u57fa\u672c\u6982\u5ff5\u548c\u6280\u672f\u3002\u8fd9\u5c06\u5e2e\u52a9\u4f60\u5904\u7406\u548c\u7406\u89e3\u6570\u636e\uff0c\u4e3a\u6a21\u578b\u7684\u6784\u5efa\u63d0\u4f9b\u57fa\u7840\u3002<\/p>\n<\/li>\n

                      4. \n

                        \u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff1a\u4e86\u89e3\u5e38\u89c1\u7684\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\uff0c\u5982\u7ebf\u6027\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001KNN\u7b49\u3002\u8fd9\u4e9b\u57fa\u7840\u7b97\u6cd5\u662f\u5f88\u591a\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u57fa\u7840\u3002<\/p>\n<\/li>\n

                      5. \n

                        \u5b66\u4e60\u80fd\u529b\u548c\u5b9e\u8df5\u7cbe\u795e\uff1a\u673a\u5668\u5b66\u4e60\u662f\u4e00\u4e2a\u4e0d\u65ad\u5b66\u4e60\u548c\u5b9e\u8df5\u7684\u9886\u57df\uff0c\u5177\u5907\u6301\u7eed\u5b66\u4e60\u548c\u4e0d\u65ad\u5c1d\u8bd5\u7684\u80fd\u529b\uff0c\u80fd\u591f\u901a\u8fc7\u5b9e\u8df5\u9879\u76ee\u6765\u5de9\u56fa\u81ea\u5df1\u7684\u7406\u8bba\u77e5\u8bc6\u3002<\/p>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"\u673a\u5668\u5b66\u4e60\u7684\u5165\u95e8\u9700\u8981\u7406\u89e3\u57fa\u7840\u7406\u8bba\u3001\u638c\u63e1\u5fc5\u8981\u7684\u6570\u5b66\u77e5\u8bc6\u3001\u5b66\u4e60\u7f16\u7a0b\u6280\u80fd\u3001\u5e76\u52a8\u624b\u5b9e\u8df5\u9879\u76ee\u3002\u9996\u5148\uff0c\u5e94\u5f53\u4ece\u673a\u5668\u5b66\u4e60\u7684\u57fa\u672c\u6982 […]","protected":false},"author":3,"featured_media":186596,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/186595"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=186595"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/186595\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/186596"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=186595"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=186595"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=186595"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}