{"id":72767,"date":"2024-02-21T14:04:33","date_gmt":"2024-02-21T06:04:33","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=72767"},"modified":"2024-02-21T14:04:47","modified_gmt":"2024-02-21T06:04:47","slug":"%e6%80%8e%e4%b9%88%e5%9f%b9%e5%85%bb%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e7%9a%84%e8%83%bd%e5%8a%9b-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/72767.html","title":{"rendered":"\u600e\u4e48\u57f9\u517b\u6570\u636e\u5206\u6790\u7684\u80fd\u529b"},"content":{"rendered":"<p style=\"text-align:center;\" ><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-72768\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/02\/img-9u9ImGywUtWjM0SgksrpyEop.png?x-oss-process=image\/auto-orient,1\/format,webp\" width=\"600\" height=\"342\" alt=\"\u600e\u4e48\u57f9\u517b\u6570\u636e\u5206\u6790\u7684\u80fd\u529b\" \/><\/p>\n<p>### \u600e\u4e48\u57f9\u517b\u6570\u636e\u5206\u6790\u7684\u80fd\u529b<\/p>\n<p>\u5728\u57f9\u517b\u6570\u636e\u5206\u6790\u7684\u80fd\u529b\u65b9\u9762\uff0c<strong>\u5173\u952e\u5728\u4e8e\u638c\u63e1\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u7684\u5de5\u5177\u3001\u7406\u89e3\u6570\u636e\u5206\u6790\u7684\u57fa\u672c\u6982\u5ff5\u3001\u79ef\u6781\u53c2\u4e0e\u5b9e\u8df5\u9879\u76ee\u3001\u4e0d\u65ad\u5b66\u4e60\u548c\u66f4\u65b0\u77e5\u8bc6\u3001\u4ee5\u53ca\u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4<\/strong>\u3002\u9996\u5148\uff0c<strong>\u638c\u63e1\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177<\/strong>\u662f\u57fa\u7840\uff0c\u5305\u62ec\u719f\u6089\u5982Python\u3001R\u8bed\u8a00\u7b49\u7f16\u7a0b\u8bed\u8a00\u548cExcel\u3001Tableau\u7b49\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u3002\u5176\u6b21\uff0c\u7406\u89e3\u6570\u636e\u5206\u6790\u7684\u57fa\u672c\u6982\u5ff5\uff0c\u5982\u7edf\u8ba1\u5b66\u539f\u7406\u3001\u6570\u636e\u6316\u6398\u6280\u672f\u7b49\uff0c\u662f\u63d0\u5347\u5206\u6790\u80fd\u529b\u7684\u5173\u952e\u3002\u63a5\u7740\uff0c\u901a\u8fc7\u79ef\u6781\u53c2\u4e0e\u5b9e\u8df5\u9879\u76ee\uff0c\u53ef\u4ee5\u52a0\u6df1\u7406\u89e3\u5e76\u8fd0\u7528\u6240\u5b66\u77e5\u8bc6\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002\u4e0d\u65ad\u5b66\u4e60\u548c\u66f4\u65b0\u77e5\u8bc6\uff0c\u8ddf\u4e0a\u6570\u636e\u5206\u6790\u9886\u57df\u7684\u6700\u65b0\u53d1\u5c55\uff0c\u4e5f\u662f\u63d0\u9ad8\u80fd\u529b\u7684\u91cd\u8981\u9014\u5f84\u3002\u6700\u540e\uff0c\u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4\u80fd\u591f\u5e2e\u52a9\u5206\u6790\u95ee\u9898\u3001\u8bc4\u4f30\u7ed3\u679c\u7684\u6709\u6548\u6027\u3002\u5728\u8fd9\u4e9b\u5173\u952e\u70b9\u4e2d\uff0c<strong>\u638c\u63e1\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177<\/strong>\u4e0d\u4ec5\u662f\u5165\u95e8\u7684\u5fc5\u7ecf\u4e4b\u8def\uff0c\u4e5f\u662f\u63d0\u5347\u5206\u6790\u6548\u7387\u548c\u8d28\u91cf\u7684\u57fa\u77f3\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u5982\u4f55\u7cfb\u7edf\u5730\u57f9\u517b\u548c\u63d0\u9ad8\u6570\u636e\u5206\u6790\u80fd\u529b\u3002<\/p>\n<p>### \u4e00\u3001\u638c\u63e1\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5de5\u5177<\/p>\n<p>#### Python\u548cR\u8bed\u8a00<\/p>\n<p>Python\u548cR\u8bed\u8a00\u662f\u6570\u636e\u5206\u6790\u9886\u57df\u5e7f\u6cdb\u4f7f\u7528\u7684\u4e24\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5b83\u4eec\u5404\u6709\u7279\u8272\u548c\u4f18\u52bf\u3002Python\u4ee5\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff08\u5982Pandas\u548cNumPy\uff09\u53d7\u5230\u9752\u7750\uff0c\u9002\u5408\u6570\u636e\u5904\u7406\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u9879\u76ee\u3002R\u8bed\u8a00\u5728\u7edf\u8ba1\u5206\u6790\u548c\u56fe\u5f62\u8868\u793a\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u7279\u522b\u9002\u5408\u590d\u6742\u7684\u7edf\u8ba1\u6570\u636e\u5206\u6790\u3002\u638c\u63e1\u8fd9\u4e24\u79cd\u8bed\u8a00\u81f3\u5c11\u4e00\u79cd\uff0c\u662f\u57f9\u517b\u6570\u636e\u5206\u6790\u80fd\u529b\u7684\u5173\u952e\u4e00\u6b65\u3002<\/p>\n<p>#### \u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177<\/p>\n<p>Excel\u3001Tableau\u548cPower BI\u7b49\u5de5\u5177\u5728\u6570\u636e\u53ef\u89c6\u5316\u65b9\u9762\u975e\u5e38\u5f3a\u5927\u3002\u5b83\u4eec\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u5e08\u5feb\u901f\u7406\u89e3\u6570\u636e\u8d8b\u52bf\u3001\u6d1e\u5bdf\u6570\u636e\u6a21\u5f0f\u3002\u4f8b\u5982\uff0cTableau\u63d0\u4f9b\u4e86\u76f4\u89c2\u7684\u62d6\u62fd\u63a5\u53e3\uff0c\u4f7f\u5f97\u521b\u5efa\u590d\u6742\u7684\u6570\u636e\u53ef\u89c6\u5316\u53d8\u5f97\u7b80\u5355\u3002\u719f\u7ec3\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u6570\u636e\u5206\u6790\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002<\/p>\n<p>### \u4e8c\u3001\u7406\u89e3\u6570\u636e\u5206\u6790\u7684\u57fa\u672c\u6982\u5ff5<\/p>\n<p>#### \u7edf\u8ba1\u5b66\u539f\u7406<\/p>\n<p>\u7edf\u8ba1\u5b66\u662f\u6570\u636e\u5206\u6790\u7684\u57fa\u7840\u3002\u7406\u89e3\u548c\u5e94\u7528\u7edf\u8ba1\u5b66\u539f\u7406\uff0c\u5982\u63cf\u8ff0\u6027\u7edf\u8ba1\u3001\u6982\u7387\u8bba\u3001\u63a8\u65ad\u7edf\u8ba1\u7b49\uff0c\u5bf9\u4e8e\u5206\u6790\u6570\u636e\u3001\u89e3\u91ca\u7ed3\u679c\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u4e9b\u539f\u7406\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u5e08\u6b63\u786e\u9009\u62e9\u5206\u6790\u65b9\u6cd5\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u6709\u6548\u7684\u89e3\u91ca\u3002<\/p>\n<p>#### \u6570\u636e\u6316\u6398\u6280\u672f<\/p>\n<p>\u6570\u636e\u6316\u6398\u6280\u672f\u5305\u62ec\u5206\u7c7b\u3001\u805a\u7c7b\u3001\u5173\u8054\u89c4\u5219\u5206\u6790\u7b49\uff0c\u662f\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u53d1\u73b0\u6a21\u5f0f\u548c\u77e5\u8bc6\u7684\u91cd\u8981\u624b\u6bb5\u3002\u638c\u63e1\u8fd9\u4e9b\u6280\u672f\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u5e08\u5728\u590d\u6742\u7684\u6570\u636e\u96c6\u4e2d\u8bc6\u522b\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u4e3a\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n<p>### \u4e09\u3001\u79ef\u6781\u53c2\u4e0e\u5b9e\u8df5\u9879\u76ee<\/p>\n<p>#### \u5b9e\u6218\u7ecf\u9a8c<\/p>\n<p>\u901a\u8fc7\u53c2\u4e0e\u5b9e\u9645\u7684\u6570\u636e\u5206\u6790\u9879\u76ee\uff0c\u53ef\u4ee5\u5c06\u7406\u8bba\u77e5\u8bc6\u5e94\u7528\u4e8e\u5b9e\u8df5\uff0c\u6df1\u5316\u5bf9\u6570\u636e\u5206\u6790\u65b9\u6cd5\u548c\u5de5\u5177\u7684\u7406\u89e3\u3002\u8fd9\u4e9b\u9879\u76ee\u53ef\u4ee5\u662f\u5de5\u4f5c\u4e2d\u7684\u4efb\u52a1\uff0c\u4e5f\u53ef\u4ee5\u662f\u5728\u7ebf\u7ade\u8d5b\uff08\u5982Kaggle\u7ade\u8d5b\uff09\u6216\u4e2a\u4eba\u9879\u76ee\u3002<\/p>\n<p>#### \u5b66\u4e60\u501f\u9274<\/p>\n<p>\u5728\u9879\u76ee\u5b9e\u8df5\u4e2d\uff0c\u79ef\u6781\u5b66\u4e60\u884c\u4e1a\u6700\u4f73\u5b9e\u8df5\u548c\u5176\u4ed6\u5206\u6790\u5e08\u7684\u6210\u529f\u6848\u4f8b\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u81ea\u5df1\u7684\u6570\u636e\u5206\u6790\u80fd\u529b\u3002\u901a\u8fc7\u5206\u6790\u4ed6\u4eba\u5982\u4f55\u5904\u7406\u548c\u89e3\u51b3\u6570\u636e\u95ee\u9898\uff0c\u53ef\u4ee5\u83b7\u5f97\u65b0\u7684\u89c1\u89e3\u548c\u7075\u611f\u3002<\/p>\n<p>### \u56db\u3001\u4e0d\u65ad\u5b66\u4e60\u548c\u66f4\u65b0\u77e5\u8bc6<\/p>\n<p>#### \u8ddf\u4e0a\u6700\u65b0\u53d1\u5c55<\/p>\n<p>\u6570\u636e\u5206\u6790\u662f\u4e00\u4e2a\u5feb\u901f\u53d1\u5c55\u7684\u9886\u57df\uff0c\u65b0\u7684\u5de5\u5177\u3001\u6280\u672f\u548c\u7406\u8bba\u4e0d\u65ad\u6d8c\u73b0\u3002\u901a\u8fc7\u9605\u8bfb\u4e13\u4e1a\u4e66\u7c4d\u3001\u53c2\u52a0\u76f8\u5173\u8bfe\u7a0b\u548c\u7814\u8ba8\u4f1a\uff0c\u53ef\u4ee5\u4fdd\u6301\u77e5\u8bc6\u7684\u66f4\u65b0\u3002<\/p>\n<p>#### \u6269\u5c55\u77e5\u8bc6\u9762<\/p>\n<p>\u9664\u4e86\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4e86\u89e3\u4e1a\u52a1\u77e5\u8bc6\u548c\u5176\u4ed6\u9886\u57df\uff08\u5982\u673a\u5668\u5b66\u4e60\u3001<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\uff09\u7684\u57fa\u7840\u77e5\u8bc6\u4e5f\u5f88\u91cd\u8981\u3002\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u5e08\u66f4\u597d\u5730\u7406\u89e3\u6570\u636e\u7684\u4e1a\u52a1\u80cc\u666f\uff0c\u63d0\u9ad8\u5206\u6790\u7684\u51c6\u786e\u6027\u548c\u6df1\u5ea6\u3002<\/p>\n<p>### \u4e94\u3001\u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4<\/p>\n<p>#### \u95ee\u9898\u5206\u6790<\/p>\n<p>\u5728\u6570\u636e\u5206\u6790\u8fc7\u7a0b\u4e2d\uff0c\u57f9\u517b\u6279\u5224\u6027\u601d\u7ef4\u80fd\u591f\u5e2e\u52a9\u5206\u6790\u5e08\u6df1\u5165\u63a2\u7a76\u6570\u636e\u80cc\u540e\u7684\u539f\u56e0\uff0c\u8bc6\u522b\u6f5c\u5728\u7684\u504f\u89c1\u548c\u9519\u8bef\u3002\u8fd9\u79cd\u601d\u7ef4\u65b9\u5f0f\u5bf9\u4e8e\u786e\u4fdd\u5206\u6790\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>#### \u7ed3\u679c\u8bc4\u4f30<\/p>\n<p>\u6279\u5224\u6027\u601d\u7ef4\u8fd8\u5305\u62ec\u5bf9\u5206\u6790\u7ed3\u679c\u7684\u8bc4\u4f30\u3002\u5206\u6790\u5e08\u9700\u8981\u80fd\u591f\u5ba2\u89c2\u5730\u8bc4\u4ef7\u81ea\u5df1\u7684\u5206\u6790\u7ed3\u679c\uff0c\u8bc6\u522b\u53ef\u80fd\u7684\u4e0d\u8db3\uff0c\u5e76\u5bf9\u7ed3\u679c\u7684\u53ef\u884c\u6027\u548c\u6709\u6548\u6027\u8fdb\u884c\u6279\u5224\u6027\u601d\u8003\u3002<\/p>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\u7684\u6301\u7eed\u5b9e\u8df5\u548c\u5b66\u4e60\uff0c\u53ef\u4ee5\u6709\u6548\u5730\u57f9\u517b\u548c\u63d0\u5347\u6570\u636e\u5206\u6790\u7684\u80fd\u529b\u3002\u638c\u63e1\u6570\u636e\u5206\u6790\u7684\u6280\u80fd\u4e0d\u662f\u4e00\u8e74\u800c\u5c31\u7684\u8fc7\u7a0b\uff0c\u5b83\u9700\u8981\u65f6\u95f4\u3001\u8010\u5fc3\u548c\u4e0d\u65ad\u7684\u52aa\u529b\u3002\u4f46\u968f\u7740\u6280\u80fd\u7684\u63d0\u9ad8\uff0c\u4f60\u5c06\u80fd<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>\u5982\u4f55\u63d0\u5347\u6570\u636e\u5206\u6790\u7684\u6280\u80fd\uff1f<\/strong><br 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