{"id":187248,"date":"2024-05-09T15:54:51","date_gmt":"2024-05-09T07:54:51","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/187248.html"},"modified":"2024-05-09T15:54:56","modified_gmt":"2024-05-09T07:54:56","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e7%9a%84%e6%9c%80%e4%bd%b3%e5%ad%a6%e4%b9%a0%e8%b7%af%e5%be%84%e6%98%af%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/187248.html","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u7684\u6700\u4f73\u5b66\u4e60\u8def\u5f84\u662f\u4ec0\u4e48"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26084736\/e25591b6-8f5a-4694-bd98-8ff24d410fe9.webp\" alt=\"\u673a\u5668\u5b66\u4e60\u7684\u6700\u4f73\u5b66\u4e60\u8def\u5f84\u662f\u4ec0\u4e48\" \/><\/p>\n<p><p><strong><a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u7684\u6700\u4f73\u5b66\u4e60\u8def\u5f84\u662f\uff1a\u57fa\u7840\u6570\u5b66\u77e5\u8bc6\u5b66\u4e60\u3001\u7f16\u7a0b\u8bed\u8a00\u638c\u63e1\u3001\u7406\u89e3\u673a\u5668\u5b66\u4e60\u57fa\u672c\u539f\u7406\u3001\u4e13\u4e1a\u8bfe\u7a0b\u4e0e\u6848\u4f8b\u5b9e\u8df5\u3001\u53c2\u4e0e\u5b9e\u9645\u9879\u76ee<\/strong>\u3002\u9996\u5148\uff0c\u57fa\u7840\u6570\u5b66\u77e5\u8bc6\u5bf9\u4e8e\u7406\u89e3\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u81f3\u5173\u91cd\u8981\uff0c\u5305\u62ec\u6982\u7387\u8bba\u3001\u7edf\u8ba1\u5b66\u3001\u7ebf\u6027\u4ee3\u6570\u3001\u5fae\u79ef\u5206\u7b49\u3002\u7279\u522b\u662f\u6982\u7387\u8bba\u548c\u7edf\u8ba1\u5b66\uff0c\u5b83\u4eec\u4e3a\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21\u63d0\u4f9b\u4e86\u7406\u8bba\u57fa\u7840\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u57fa\u7840\u6570\u5b66\u77e5\u8bc6\u5b66\u4e60<\/h3>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u6d89\u53ca\u5927\u91cf\u6570\u5b66\u7406\u8bba\uff0c\u57fa\u7840\u6570\u5b66\u77e5\u8bc6\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002<strong>\u6570\u5b66\u7406\u8bba\u7684\u6df1\u5165\u7406\u89e3<\/strong>\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u638c\u63e1\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u7b97\u6cd5\u548c\u6a21\u578b\u3002<\/p>\n<\/p>\n<p><h4>\u6982\u7387\u8bba\u4e0e\u7edf\u8ba1\u5b66<\/h4>\n<\/p>\n<p><p>\u6982\u7387\u8bba\u662f\u7814\u7a76\u968f\u673a\u6027\u7684\u6570\u5b66\u5206\u652f\uff0c\u800c\u7edf\u8ba1\u5b66\u5219\u5173\u6ce8\u6570\u636e\u7684\u6536\u96c6\u3001\u5206\u6790\u3001\u89e3\u91ca\u53ca\u5c55\u793a\u3002\u8fd9\u4e9b\u77e5\u8bc6\u5bf9\u4e8e\u7406\u89e3\u5404\u79cd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5c24\u5176\u662f\u8d1d\u53f6\u65af\u7f51\u7edc\u3001\u968f\u673a\u68ee\u6797\u7b49\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><h4>\u7ebf\u6027\u4ee3\u6570<\/h4>\n<\/p>\n<p><p>\u7ebf\u6027\u4ee3\u6570\u4e3b\u8981\u7814\u7a76\u5411\u91cf\u3001\u5411\u91cf\u7a7a\u95f4\uff08\u6216\u53eb\u7ebf\u6027\u7a7a\u95f4\uff09\u3001\u7ebf\u6027\u53d8\u6362\u4ee5\u53ca\u65b9\u7a0b\u7ec4\u7684\u7406\u8bba\u3002\u673a\u5668\u5b66\u4e60\u4e2d\u5e7f\u6cdb\u8fd0\u7528\u7684\u5411\u91cf\u548c\u77e9\u9635\u8ba1\u7b97\u90fd\u5efa\u7acb\u5728\u7ebf\u6027\u4ee3\u6570\u7684\u57fa\u7840\u4e4b\u4e0a\u3002<\/p>\n<\/p>\n<p><h4>\u5fae\u79ef\u5206<\/h4>\n<\/p>\n<p><p>\u5fae\u79ef\u5206\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u4e3b\u8981\u8fd0\u7528\u4e8e\u4f18\u5316\u95ee\u9898\uff0c\u5982\u68af\u5ea6\u4e0b\u964d\u7b49\u3002\u7406\u89e3\u5bfc\u6570\u548c\u79ef\u5206\u7684\u6982\u5ff5\u5bf9\u4e8e\u7406\u89e3\u548c\u5b9e\u73b0\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u4f18\u5316\u7b97\u6cd5\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u7f16\u7a0b\u8bed\u8a00\u638c\u63e1<\/h3>\n<\/p>\n<p><p>\u8981\u60f3\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u6709\u6240\u6210\u5c31\uff0c\u81f3\u5c11\u5e94\u8be5\u719f\u7ec3\u638c\u63e1\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002<strong>Python\u8bed\u8a00\u662f\u6700\u53d7\u6b22\u8fce\u7684\u9009\u62e9<\/strong>\uff0c\u56e0\u4e3a\u5b83\u62e5\u6709\u4e30\u5bcc\u7684\u5e93\u652f\u6301\uff0c\u5982NumPy\u3001Pandas\u3001Scikit-learn\u3001TensorFlow\u548cPyTorch\u7b49\u3002<\/p>\n<\/p>\n<p><h4>Python\u57fa\u7840<\/h4>\n<\/p>\n<p><p>Python\u662f\u4e00\u79cd\u9ad8\u7ea7\u3001\u89e3\u91ca\u578b\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u56e0\u5176\u7b80\u6d01\u6613\u8bfb\u800c\u5e7f\u53d7\u521d\u5b66\u8005\u559c\u7231\u3002\u5b66\u4e60Python\u57fa\u7840\u53ef\u4ee5\u5feb\u901f\u5165\u95e8\uff0c\u5305\u62ec\u53d8\u91cf\u3001\u6570\u636e\u7ed3\u6784\u3001\u63a7\u5236\u6d41\u7a0b\u3001\u51fd\u6570\u548c\u7c7b\u3002<\/p>\n<\/p>\n<p><h4>\u673a\u5668\u5b66\u4e60\u5e93<\/h4>\n<\/p>\n<p><p>\u638c\u63e1\u5982NumPy\u3001Pandas\u7b49\u6570\u636e\u5904\u7406\u5e93\uff0c\u4ee5\u53caScikit-learn\u7b49\u673a\u5668\u5b66\u4e60\u5e93\u662f\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u5b9e\u8df5\u7684\u57fa\u7840\u3002\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u5927\u91cf\u65b9\u4fbf\u7684\u6570\u636e\u64cd\u4f5c\u548c\u5206\u6790\u5de5\u5177\uff0c\u6781\u5927\u7b80\u5316\u4e86\u6570\u636e\u9884\u5904\u7406\u548c\u7b97\u6cd5\u5b9e\u73b0\u7684\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u7406\u89e3\u673a\u5668\u5b66\u4e60\u57fa\u672c\u539f\u7406<\/h3>\n<\/p>\n<p><p>\u673a\u5668\u5b66\u4e60\u57fa\u672c\u539f\u7406\u7684\u638c\u63e1\u662f\u6784\u5efa\u6709\u6548\u6a21\u578b\u7684\u5173\u952e\u3002<strong>\u5b66\u4e60\u548c\u7406\u89e3\u4e0d\u540c\u7c7b\u522b\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6709\u52a9\u4e8e\u9009\u62e9\u548c\u5e94\u7528\u6700\u9002\u5408\u67d0\u4e00\u95ee\u9898\u7684\u65b9\u6cd5<\/strong>\u3002<\/p>\n<\/p>\n<p><h4>\u76d1\u7763\u5b66\u4e60<\/h4>\n<\/p>\n<p><p>\u76d1\u7763\u5b66\u4e60\u6d89\u53ca\u7ed9\u5b9a\u8f93\u5165\u548c\u8f93\u51fa\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u6a21\u578b\u9700\u8981\u5b66\u4e60\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04\u3002\u56de\u5f52\u548c\u5206\u7c7b\u662f\u76d1\u7763\u5b66\u4e60\u4e2d\u7684\u4e3b\u8981\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><h4>\u65e0\u76d1\u7763\u5b66\u4e60<\/h4>\n<\/p>\n<p><p>\u65e0\u76d1\u7763\u5b66\u4e60\u6ca1\u6709\u660e\u786e\u7684\u8f93\u51fa\u6807\u7b7e\uff0c\u6a21\u578b\u9700\u8981\u5728\u6570\u636e\u4e2d\u81ea\u52a8\u53d1\u73b0\u7ed3\u6784\u3002\u805a\u7c7b\u548c\u964d\u7ef4\u662f\u65e0\u76d1\u7763\u5b66\u4e60\u4e2d\u7684\u5e38\u89c1\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u4e13\u4e1a\u8bfe\u7a0b\u4e0e\u6848\u4f8b\u5b9e\u8df5<\/h3>\n<\/p>\n<p><p>\u53c2\u52a0\u4e13\u4e1a\u8bfe\u7a0b\u8fdb\u884c\u7cfb\u7edf\u5b66\u4e60\uff0c\u5e76\u901a\u8fc7\u5b9e\u9645\u6848\u4f8b\u5c06\u77e5\u8bc6\u5e94\u7528\u4e8e\u5b9e\u8df5\uff0c\u662f\u63d0\u9ad8\u673a\u5668\u5b66\u4e60\u6280\u80fd\u7684\u91cd\u8981\u9014\u5f84\u3002<strong>\u4e0d\u65ad\u5b9e\u8df5\u548c\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff0c\u79ef\u7d2f\u7ecf\u9a8c<\/strong>\u3002<\/p>\n<\/p>\n<p><h4>\u5728\u7ebf\u8bfe\u7a0b<\/h4>\n<\/p>\n<p><p>\u8bb8\u591a\u5728\u7ebf\u5e73\u53f0\u5982Coursera\u3001edX\u3001Udacity\u63d0\u4f9b\u673a\u5668\u5b66\u4e60\u8bfe\u7a0b\uff0c\u8fd9\u4e9b\u8bfe\u7a0b\u901a\u5e38\u7531\u4e1a\u754c\u77e5\u540d\u4e13\u5bb6\u6388\u8bfe\uff0c\u8986\u76d6\u7406\u8bba\u548c\u5b9e\u8df5\u3002<\/p>\n<\/p>\n<p><h4>\u9879\u76ee\u5b9e\u8df5<\/h4>\n<\/p>\n<p><p>\u901a\u8fc7\u9879\u76ee\u5b9e\u8df5\u6765\u52a0\u6df1\u5bf9\u7406\u8bba\u77e5\u8bc6\u7684\u7406\u89e3\uff0c\u5e76\u953b\u70bc\u89e3\u51b3\u5177\u4f53\u95ee\u9898\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u53c2\u4e0e\u5b9e\u9645\u9879\u76ee<\/h3>\n<\/p>\n<p><p>\u771f\u5b9e\u4e16\u754c\u7684\u673a\u5668\u5b66\u4e60\u9879\u76ee\u7ecf\u9a8c\u5bf9\u4e8e\u7406\u89e3\u7406\u8bba\u5728\u5b9e\u9645\u4e2d\u7684\u5e94\u7528\u81f3\u5173\u91cd\u8981\u3002<strong>\u52a0\u5165\u5f00\u6e90\u9879\u76ee\u3001\u5b9e\u4e60\u548c\u5de5\u4f5c\u7ecf\u5386\u80fd\u63d0\u4f9b\u8fd9\u6837\u7684\u673a\u4f1a<\/strong>\u3002<\/p>\n<\/p>\n<p><h4>\u5f00\u6e90\u9879\u76ee<\/h4>\n<\/p>\n<p><p>\u8d21\u732e\u548c\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u53ef\u4ee5\u5e2e\u52a9\u4f60\u4e86\u89e3\u5de5\u4e1a\u754c\u662f\u5982\u4f55\u8fd0\u7528\u673a\u5668\u5b66\u4e60\u6280\u672f\u89e3\u51b3\u95ee\u9898\u7684\u3002<\/p>\n<\/p>\n<p><h4>\u5b9e\u4e60\u4e0e\u5de5\u4f5c<\/h4>\n<\/p>\n<p><p>\u5982\u679c\u53ef\u80fd\u7684\u8bdd\uff0c\u4e89\u53d6\u673a\u5668\u5b66\u4e60\u76f8\u5173\u7684\u5b9e\u4e60\u6216\u5de5\u4f5c\u5c97\u4f4d\uff0c\u8fd9\u5c06\u4e3a\u4f60\u63d0\u4f9b\u5b9d\u8d35\u7684\u5de5\u4f5c\u7ecf\u9a8c\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3\u6765\u8bf4\uff0c\u673a\u5668\u5b66\u4e60\u7684\u6700\u4f73\u5b66\u4e60\u8def\u5f84\u662f\u591a\u65b9\u9762\u7684\uff0c\u6d89\u53ca\u7406\u8bba\u5b66\u4e60\u4e0e\u5b9e\u8df5\u76f8\u7ed3\u5408\u3002\u638c\u63e1\u57fa\u7840\u6570\u5b66\u77e5\u8bc6\u3001\u7f16\u7a0b\u8bed\u8a00\u53ca\u5176\u673a\u5668\u5b66\u4e60\u5e93\u3001\u7406\u89e3\u57fa\u672c\u539f\u7406\uff0c\u5e76\u901a\u8fc7\u53c2\u4e0e\u4e13\u4e1a\u8bfe\u7a0b\u4ee5\u53ca\u5b9e\u9645\u9879\u76ee\u6765\u5de9\u56fa\u77e5\u8bc6\uff0c\u662f\u6210\u4e3a\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u4e0d\u53ef\u6216\u7f3a\u7684\u6b65\u9aa4\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. 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