{"id":1235,"date":"2017-03-21T14:24:40","date_gmt":"2017-03-21T06:24:40","guid":{"rendered":"http:\/\/www.tutortristar.com\/wordpress\/?p=897"},"modified":"2022-08-27T10:26:09","modified_gmt":"2022-08-27T02:26:09","slug":"%e3%80%90%e8%ac%9d%e7%ab%a0%e5%8d%87%e5%b0%88%e6%ac%84%e3%80%91%e5%a4%a7%e6%95%b8%e6%93%9a%e8%a1%8c%e9%8a%b7%e7%b7%b4%e5%8a%9f6%e6%ad%a5","status":"publish","type":"post","link":"https:\/\/www.tutortristar.com\/?p=1235","title":{"rendered":"\u3010\u8b1d\u7ae0\u5347\u5c08\u6b04\u3011\u4ee5\u71df\u6536\u70ba\u76ee\u7684\uff0c\u5927\u6578\u64da\u884c\u92b7\u7df4\u529f6\u6b65"},"content":{"rendered":"

\u5728\u5ff5\u66f8\u7684\u6642\u5019,\u4f60\u53ef\u80fd\u78b0\u904e\u5f88\u591a\u6307\u6a19,\u5f88\u591a\u5c08\u6709\u540d\u8a5e,\u4f46\u51fa\u4e86\u793e\u6703\u4f60\u6703\u767c\u73fe,\u8001\u95c6\u95dc\u5fc3\u7684\u6c38\u9060\u53ea\u6709\u4e00\u500b,\u71df\u6536!<\/p>\n

\u5927\u6578\u64da\u901a\u5e38\u6307\u7684\u662f\u8b8a\u52d5\u5feb\u901f\u4e14\u63a5\u8fd1\u666e\u67e5\u7684\u8cc7\u6599,\u5982\u679c\u4f60\u7684\u5ba2\u6236\u5c0d\u8c61\u662f\u53f0\u7063\u4eba,\u800c\u5546\u54c1\u7684\u5b9a\u4f4d\u4e5f\u662f\u5927\u773e\u5546\u54c1,\u90a3\u9019\u88e1\u7684\u5927\u6578\u64da\u901a\u5e38\u6307\u7684\u5c31\u662f\u6240\u6709\u53f0\u7063\u4eba\u7684\u8cc7\u6599.\u4f46\u901a\u5e38\u4e0d\u6703\u6709\u5e7e\u5bb6\u4f01\u696d\u64c1\u6709\u90a3\u9ebc\u591a\u8cc7\u6599\u91cf,\u4f46\u5f8c\u4f86\u624b\u6a5f\u8207\u7db2\u8def\u7684\u767c\u9054,\u8cc7\u6599\u7684\u53d6\u5f97\u8b8a\u5f97\u5bb9\u6613\u8a31\u591a.\u4ee5Google\u4f86\u8aaa\u638c\u63e1\u4e86\u4eba\u7684\u884c\u70ba\u8cc7\u6599, #\u641c<\/span><\/span>\u5c0b<\/span><\/span> !\u4ee5Facebook\u4f86\u8aaa\u638c\u63e1\u4e86\u6bcf\u500b\u4eba\u770b\u904e\u4ec0\u9ebc,\u9ede\u904e\u4ec0\u9ebc\u7684 #<\/span>\u8208\u8da3\u8cc7\u6599<\/span><\/span> !<\/p>\n

\n

\u5982\u679c\u4ee5\u71df\u6536\u70ba\u4e3b\u7684\u5927\u6578\u64da\u884c\u92b7<\/strong>\u600e\u9ebc\u7df4\u529f:<\/p>\n

\u7b2c\u4e00\u6b65:\u61c2\u5f97\u53bb\u770b\u9019\u4e9b\u63cf\u8ff0\u6027\u7684\u8cc7\u6599,\u5c31\u53ef\u4ee5\u5f97\u5230\u5373\u6642\u7684\u7d93\u71df\u77e5\u8b58,\u4f8b\u5982:\u8a72\u4e0d\u8a72\u9032\u5165\u9019\u500b\u5e02\u5834?\u5230\u5e95\u662f\u5e02\u5834\u662f\u6210\u9577\u9084\u662f\u8870\u9000?\u9019\u4e9b\u96d6\u7136\u4ee5\u524d\u4e5f\u6709\u65b9\u6cd5,\u4f46\u73fe\u5728\u6211\u5011\u53ef\u4ee5\u514d\u8cbb\u4e14\u63a5\u8fd1\u7acb\u5373\u6027\u7684\u5f97\u5230\u60c5\u5831<\/p>\n

\u7b2c\u4e8c\u6b65:\u800c\u901a\u5e38\u5229\u7528\u9019\u4e9b\u60c5\u5831,\u5728\u7d93\u71df\u7684\u904e\u7a0b,\u6700\u591a\u4eba\u5728\u7db2\u8def\u5ee3\u544a\u5361\u95dc\u7684\u554f\u984c\u662f:
\n1.\u6211\u4ec0\u9ebc\u6642\u5019\u8a72\u52a0\u78bc\u6216\u505c\u6389\u6211\u7684\u5ee3\u544a?
\n2.\u6703\u662f\u7d20\u6750\u7684\u554f\u984c\u9084\u662f\u76ee\u6a19\u7fa4\u773e\u8a2d\u5b9a\u932f\u8aa4\u7684\u554f\u984c?
\n3.\u6c92\u6709\u6210\u4ea4\u662f\u5ee3\u544a\u9084\u662f\u92b7\u552e\u9801\u7684\u932f
\n4.\u70ba\u4ec0\u9ebc\u5927\u90e8\u5206\u5efa\u8b70\u4f86\u52301000\u6b21\u66dd\u5149\u6216\u662f1000\u500b\u9ede\u64ca,\u63a5\u4e0b\u4f86\u7684\u5206\u6790\u624d\u6703\u7a69\u5b9a<\/p>\n

\u5927\u90e8\u5206\u7684\u7db2\u8def\u5ee3\u544a\u6295\u624b,\u5e38\u6703\u7d93\u6b77\u4e0a\u97624\u500b\u554f\u984c,\u800c\u8981\u638c\u63e1\u9019\u4e9b\u554f\u984c,\u5176\u5be6\u4e0d\u7528\u56de\u53bb\u7ffb\u7d71\u8a08\u5b78\u8ab2\u672c,\u6216\u8cc7\u6599\u63a2\u52d8\u6216\u6a5f\u5668\u5b78\u7fd2\u8ab2\u672c.\u5f9e
\n#<\/span>\u6bcd\u9ad4<\/span><\/span> ,#<\/span>\u6a23\u672c<\/span><\/span>,#<\/span>\u62bd\u6a23<\/span><\/span>,#<\/span>\u7db2\u8def\u5ee3\u544a\u7684\u5b9a\u7fa9<\/span><\/span>,\u8207 #<\/span>\u8aa4\u5dee<\/span><\/span> \u9019\u5e7e\u9ede\u53bb\u770b.<\/p>\n

\u7b2c\u4e09\u6b65:\u4f86\u5230\u9032\u968e-\u5206\u985e\u9867\u5ba2
\n\u53ef\u4ee5\u904b\u7528\u6536\u96c6\u5230\u7684\u5ba2\u6236\u540d\u55ae,\u6210\u4ea4\u8cc7\u6599,cookie\u8cc7\u6599\u53bb\u5206\u985e\u9867\u5ba2.\u9019\u90e8\u5206\u6211\u5011\u5e38\u7528\u5230RFM\/NES\u5206\u6790,\u96c6\u7fa4\u5206\u6790,\u6c7a\u7b56\u6a39.
\n\u5206\u985e\u51fa\u4f86\u7684\u5ba2\u6236\u53c8\u53ef\u4ee5\u62ff\u4f86\u8ddfFB\u8207Google\u53bb\u6bd4\u5c0d\u51fa\u985e\u4f3c\u53d7\u773e.<\/p>\n

\u7b2c\u56db\u6b65:\u9810\u6e2c\u9867\u5ba2-\u559c\u597d
\n\u9019\u90e8\u5206\u6211\u5011\u53ef\u4ee5\u7528\u5230AB\u6e2c\u8a66,MAB\u6e2c\u8a66,\u8207\u591a\u9078\u9805\u5403\u89d2\u5b50\u8001\u864e\u6a5f\u5668\u5be6\u9a57(MAB),\u76ee\u524dFB\u5ee3\u544a\u8207Google\u5ee3\u544a\u90fd\u662f\u7528(MAB)\u9019\u500b\u65b9\u6cd5,\u800c\u4e0d\u662f\u771f\u7684AB\u6e2c\u8a66,\u901a\u5e38AB\u6e2c\u8a66\u6211\u5011\u6703\u628a\u8aa4\u5dee\u8003\u91cf\u9032\u53bb,\u800c\u6700\u8fd1FB\u6709\u65b0\u529f\u80fdAB\u6e2c\u8a66,\u53ef\u80fd\u7b49\u6e2c\u8a66\u904e\u4e00\u9663\u5b50\u624d\u80fd\u5224\u5225\u512a\u7f3a<\/p>\n

\u7b2c\u4e94\u6b65:\u9810\u6e2c\u9867\u5ba2-\u63a8\u85a6\u7cfb\u7d71
\n\u9019\u90e8\u5206\u53ef\u4ee5\u53bb\u5206\u6790\u51fa\u8cb7A\u7684\u4e5f\u6703\u8cb7C,\u9032\u800c\u628aA\u8ddfC\u5305\u88dd\u6210\u7d44\u5408\u5305,\u6216\u662f\u8cb7A\u7684\u4eba\u63a8\u85a6\u4ed6\u8cb7C,\u6216\u662f\u8cb7C\u7684\u4eba\u63a8\u85a6\u4ed6\u8cb7A.\u9019\u662f\u6211\u5011\u5e38\u7528\u5230\u7684\u63a8\u85a6\u65b9\u6cd5<\/p>\n

\u57fa\u790e\u65b9\u6cd5\u662f\u7528Association Analysis(\u95dc\u806f\u5206\u6790)\u9019\u500b\u65b9\u6cd5,\u66f4\u9032\u968e\u5247\u662f\u7528Sequence Pattern Discovery(\u5e8f\u5217\u6a23\u5f0f\u5206\u6790),\u7c21\u55ae\u4f86\u8aaa\u5c31\u662f\u767c\u73fe\u539f\u4f86\u8cb7C\u4e4b\u5f8c\u624d\u6703\u8cb7A,\u6240\u4ee5\u61c9\u8a72\u662f\u91dd\u5c0d\u8cb7C\u7684\u4eba\u63a8\u85a6A\u624d\u5c0d<\/p>\n

\u9019\u4e9b\u63a8\u85a6\u65b9\u6cd5\u90fd\u53ef\u4ee5\u7528\u4f86 #<\/span>\u63d0\u9ad8\u5ba2\u55ae\u50f9<\/span><\/span>!<\/p>\n

\u7b2c\u516d\u6b65:\u9810\u6e2c\u9867\u5ba2-\u8cfc\u8cb7\u7684\u6a5f\u7387
\n\u76ee\u524d\u6280\u8853\u4e0a\u662f\u53ef\u4ee5\u505a\u5230,\u8cfc\u8cb7\u6a5f\u7387\u9ad8\u7684\u9867\u5ba2\u8b93\u4ed6\u770b\u5230\u5ee3\u544a,\u6216\u662f\u63d0\u9ad8\u5ee3\u544a\u7684\u6a19\u50f9\u4ee5\u78ba\u4fdd\u771f\u7684\u6703\u8b93\u5ba2\u6236\u770b\u5230.\u76ee\u524d\u5927\u90e8\u5206\u662f\u5168\u4e16\u754c\u5404\u9867\u554f\u516c\u53f8\u5728\u52aa\u529b\u7684\u65b9\u5411,\u5be6\u969b\u7684\u4f5c\u6cd5\u4e5f\u662f\u5217\u70ba\u6a5f\u5bc6<\/p>\n

\u4e0d\u904e\u9019\u4e9b\u65b9\u6cd5,\u5927\u90e8\u5206\u5c31\u662f\u6211\u5011\u7a31\u70ba\u6a5f\u5668\u5b78\u7fd2(\u4ee5\u524d\u7a31\u70ba\u8cc7\u6599\u63a2\u52d8)\u7684\u65b9\u6cd5,\u57fa\u672c\u8981\u6c42\u5927\u90e8\u5206\u662f\u9700\u8981\u6709\u5343\u7b46\u4ee5\u4e0a\u7684\u8cc7\u6599\u4f86\u8b93\u6a21\u578b\u5206\u6790,\u901a\u5e38\u91dd\u5c0d\u9810\u6e2c\u7684\u6b63\u78ba\u7387\u6703\u662f\u6211\u5011\u7684\u65b9\u5411<\/p>\n

\u800c\u6a21\u578b\u5927\u90e8\u5206\u662f\u63a1\u7528\u4e0b\u5217\u7684\u65b9\u6cd5\u5176\u4e2d\u4e4b\u4e00\u6216\u662f\u7d50\u5408:
\n1.Regression(\u8ff4\u6b78)
\n2.Logistic Regression(Logistic\u8ff4\u6b78)
\n3.Decision Tree(\u6c7a\u7b56\u6a39)
\n4.Support Vector Machine;SVM(\u652f\u63f4\u5411\u91cf\u6a5f)
\n5.Random Forest(\u96a8\u6a5f\u68ee\u6797)
\n6.Boosting(\u63d0\u5347\u65b9\u6cd5\u6216\u7ffb\u8b6f\u6210\u5f37\u5316\u5b78\u7fd2)
\n7.Deep learning(\u6df1\u5ea6\u5b78\u7fd2)<\/p>\n<\/div>\n

*\u5982\u679c\u4f60\u5c0d\u76f8\u95dc\u6587\u7ae0\u6709\u8208\u8da3\uff0c\u6b61\u8fce\u8ffd\u8e64\u00a0\u8b1d\u7ae0\u5347FB<\/a><\/strong>
\n<\/span>*\u8b1d\u7ae0\u5347\u8fd1\u671f\u8ab2\u7a0b
\n\n\n\n\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t
\u985e\u578b<\/td>\u8b1b\u5e2b<\/td>\u8ab2\u7a0b\u4e3b\u984c<\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>FB\u8207IG\u5ee3\u544a\u5165\u9580<\/a><\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>FB\u8207IG\u5ee3\u544a\u4e2d\u968e<\/a><\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>FB\u8207IG\u5ee3\u544a\u9ad8\u968e<\/a><\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>Google\u5ee3\u544a\u5165\u9580<\/a><\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>Google\u5ee3\u544a\u9032\u968e<\/a><\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>GA4\u6d41\u91cf\u5206\u6790\u5165\u9580<\/a><\/td>\n<\/tr>\n
\u7dda\u4e0a<\/td>\u8b1d\u7ae0\u5347<\/td>GA4\u6d41\u91cf\u5206\u6790\u9032\u968e<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

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