{"id":433,"date":"2022-04-19T14:37:02","date_gmt":"2022-04-19T06:37:02","guid":{"rendered":"https:\/\/www.guandata.com\/gd\/?p=433"},"modified":"2022-04-19T14:37:02","modified_gmt":"2022-04-19T06:37:02","slug":"ath","status":"publish","type":"post","link":"https:\/\/www.guandata.com\/gd\/ath\/","title":{"rendered":"\u89c2\u8fdcBI\u4e3a\u4f60\u8be6\u7ec6\u4ecb\u7ecdV9\u6570\u636e\u6316\u6398\u4ea7\u54c1"},"content":{"rendered":"

\u89c2\u8fdcBI \u6316\u77ff\u5e73\u53f0\u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u5b9e\u9645\u751f\u4ea7\u5e94\u7528\u7684\u6570\u636e\u5206\u6790\u548c\u9884\u6d4b\u5e73\u53f0\u3002\u5b83\u65e8\u5728\u4e3a\u4e2a\u4eba\u3001\u56e2\u961f\u548c\u4f01\u4e1a\u505a\u51fa\u7684\u51b3\u7b56\u63d0\u4f9b\u9884\u6d4b\u3002\u8be5\u5e73\u53f0\u4e0d\u4ec5\u4e3a\u7528\u6237\u63d0\u4f9b\u76f4\u89c2\u7684\u6d41\u5f0f\u5efa\u6a21\u3001\u62d6\u653e\u64cd\u4f5c\u3001\u7cbe\u7b80\u53ef\u89c6\u5316\u7684\u5efa\u6a21\u754c\u9762\uff0c\u8fd8\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u6570\u636e\u9884\u5904\u7406\u64cd\u4f5c\u3002\u6b64\u5916\uff0c\u5b83\u5185\u7f6e\u4e86\u591a\u79cd\u5b9e\u7528\u7ecf\u5178\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5e76\u57fa\u4e8e\u89c2\u8fdcBI\u957f\u671f\u4e0e\u4f01\u4e1a\u5ba2\u6237\u7684\u5408\u4f5c\u7ecf\u9a8c\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u5b9e\u7528\u7684\u4f01\u4e1a\u7ea7\u5e73\u53f0\u529f\u80fd\u3002\u5177\u4f53\u7279\u70b9\u5982\u4e0b\uff1a<\/p>\n

\"\u56fd\u5185bi\u8f6f\u4ef6,bi9,power<\/p>\n

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4\u3001\u652f\u6301\u8de8\u5e93\u67e5\u8be2\uff0c\u7edf\u4e00\u63a7\u5236\u6570\u636e\u8bbf\u95ee\u6743\u9650<\/p>\n

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 <\/p>\n

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4\u3001\u6a21\u578b\u8d85\u53c2\u6570\u81ea\u52a8\u8c03\u6574\uff0c\u964d\u4f4e\u4f7f\u7528\u9608\u503c<\/p>\n

 <\/p>\n

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1\u3001\u5185\u7f6e5\u5927\u7c7b\u673a\u5668\u5b66\u4e60\u6210\u719f\u7b97\u6cd5<\/p>\n

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3\u3001\u652f\u6301\u4f7f\u7528 Python \u7684\u6269\u5c55\u6316\u6398\u7b97\u6cd5<\/p>\n

4\u3001\u652f\u6301\u4f7f\u7528 SQL \u7684\u6269\u5c55\u6570\u636e\u5904\u7406\u80fd\u529b<\/p>\n

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 <\/p>\n

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 <\/p>\n

01 \u4e00\u7ad9\u5f0f\u4f53\u9a8c<\/p>\n

\u4e1a\u52a1\u7528\u6237\u65e0\u9700\u6280\u672f\u5c42\u9762\u5c31\u53ef\u4ee5\u5feb\u901f\u521b\u5efa\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\u6216\u6a21\u578b\uff0c\u5e76\u5c06\u8fd9\u4e9b\u5de5\u4f5c\u6d41\u548c\u6a21\u578b\u5e94\u7528\u5230\u5b9e\u9645\u5de5\u4f5c\u4e2d\uff1a\u5904\u7406\u540e\u7684\u6570\u636e\u53ef\u4ee5\u6839\u636e\u89c2\u8fdcBI\u5206\u6790\u62a5\u544a\u7b49\u8fdb\u884c\u5b9a\u5236\u3002<\/p>\n

 <\/p>\n

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 <\/p>\n

02 \u5feb\u901f\u5b66\u4e60\u6307\u5357<\/p>\n

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 <\/p>\n

 <\/p>\n

03 \u5f3a\u5927\u7684\u6570\u636e\u670d\u52a1\u5e94\u7528\u80fd\u529b<\/p>\n

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 <\/p>\n

1\u3001 \u652f\u6301\u670d\u52a1\u90e8\u200b\u200b\u7f72<\/p>\n

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 <\/p>\n

 <\/p>\n

2\u3001 \u670d\u52a1\u67e5\u770b\u548c\u5220\u9664<\/p>\n

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 <\/p>\n

 <\/p>\n

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 <\/p>\n

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 <\/p>\n

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 <\/p>\n

 <\/p>\n

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 <\/p>\n

04 \u591a\u6837\u5316\u7684\u6570\u636e\u6e90\u5e93\u548c\u76ee\u6807\u5e93\u652f\u6301<\/p>\n

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 <\/p>\n

 <\/p>\n

2\u3001\u6570\u636e\u76ee\u6807\u6e90\uff1a\u652f\u6301\u89c2\u8fdcBI\u591a\u4e2a\u6570\u636e\u6e90<\/p>\n

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 <\/p>\n

 <\/p>\n

05 \u4e30\u5bcc\u7684\u6570\u636e\u9884\u5904\u7406\u65b9\u6cd5<\/p>\n

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 <\/p>\n

 <\/p>\n

2\u3001 \u652f\u6301\u6570\u636e\u9009\u62e9\u3001\u53d8\u6362\u3001\u79bb\u6563\u5316\u3001\u4e3b\u6210\u5206\u7279\u5f81\u63d0\u53d6\u7b49\u64cd\u4f5c<\/p>\n

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 <\/p>\n

 <\/p>\n

3\u3001 \u652f\u6301\u81ea\u52a8\u8c03\u53c2<\/p>\n

\u8be5\u5e73\u53f0\u652f\u6301\u6240\u6709\u7b97\u6cd5\u7684\u81ea\u52a8\u4f18\u5316\u53c2\u6570\u8c03\u6574\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

\u8fd9\u4e9b\u7279\u6b8a\u7684\u5904\u7406\u64cd\u4f5c\u53ef\u4ee5\u8f7b\u677e\u5e2e\u52a9\u7528\u6237\u5229\u7528\u6709\u6548\u6570\u636e\uff0c\u5e2e\u52a9\u7528\u6237\u4ece\u4f17\u591a\u6570\u636e\u4e2d\u627e\u5230\u6709\u4ef7\u503c\u7684\u6570\u636e\u3002<\/p>\n

 <\/p>\n

4\u3001\u4e0e SQL \u811a\u672c\u8bed\u8a00\u7684\u65e0\u7f1d\u96c6\u6210<\/p>\n

\u5e73\u53f0\u53ef\u652f\u6301SQL\u8bed\u8a00\uff0c\u6ee1\u8db3\u9ad8\u7ea7\u5206\u6790\u9700\u6c42\uff0c\u5b9e\u73b0\u81ea\u5b9a\u4e49\u7b97\u6cd5\u7684\u5feb\u901f\u96c6\u6210\u548c\u6dfb\u52a0\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

06 \u5927\u91cf\u5b9e\u7528\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5<\/p>\n

\u5e73\u53f0\u652f\u6301\u591a\u79cd\u9ad8\u6548\u5b9e\u7528\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5305\u62ec\u5206\u7c7b\u3001\u805a\u7c7b\u3001\u56de\u5f52\u7b49\u7b97\u6cd5\uff0c\u5305\u62ec\u591a\u79cd\u53ef\u8bad\u7ec3\u6a21\u578b\uff1a\u903b\u8f91\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u968f\u673a\u68ee\u6797\u3001\u6734\u7d20\u8d1d\u53f6\u65af\u3001\u652f\u6301\u5411\u91cf\u673a\u3001\u7ebf\u6027\u56de\u5f52\u3001K -\u5747\u503c\u3001DBSCAN\u3001\u9ad8\u65af\u6df7\u5408\u6a21\u578b\u3002<\/p>\n

 <\/p>\n

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 <\/p>\n

 <\/p>\n

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 <\/p>\n

 <\/p>\n

\u5e73\u53f0\u652f\u6301\u7684\u805a\u7c7b\u7b97\u6cd5\uff1aK-means\u3001\u9ad8\u65af\u6df7\u5408\u6a21\u578b\u3001DBSCAN\u3002\u805a\u7c7b\u7b97\u6cd5\u4e3b\u8981\u7528\u4e8e\u7279\u5f81\u5206\u7ec4\u3002\u4f7f\u7528\u573a\u666f\uff1a\u4f01\u4e1a\u4fe1\u606f\u805a\u7c7b\u3001\u9152\u7c7b\u8bc6\u522b\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

\u8fd9\u4e9b\u7ecf\u5178\u7b97\u6cd5\u9ad8\u6548\u6613\u7528\uff0c\u53ef\u4ee5\u6ee1\u8db3\u7528\u6237\u4e0d\u540c\u7684\u4f7f\u7528\u573a\u666f\uff0c\u5e2e\u52a9\u5ba2\u6237\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u6316\u6398\u3002<\/p>\n

 <\/p>\n

07 \u7075\u6d3b\u7684\u6269\u5c55\u63a5\u53e3<\/p>\n

\u652f\u6301\u81ea\u5b9a\u4e49Python\u6216JAVA\u4ee3\u7801\uff0c\u7075\u6d3b\u5e2e\u52a9\u7528\u6237\u6269\u5c55\u7b97\u6cd5\u5e93\u548c\u8d44\u6e90\u6811\u8282\u70b9\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

08 \u53ef\u89c6\u5316<\/p>\n

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1\u3001\u5de5\u4f5c\u6d41\u7a0b\u81ea\u5b9a\u4e49\u53ef\u89c6\u5316\uff1a\u62d6\u653e\u8282\u70b9\u548c\u8fde\u63a5\uff0c\u76f4\u89c2\u7684\u6d41\u7a0b\u5efa\u6a21<\/p>\n

2\u3001\u6570\u636e\u53ef\u89c6\u5316\uff1a\u6570\u636e\u9884\u5904\u7406\u7ed3\u679c\u7684\u53ef\u89c6\u5316\uff0c\u901a\u5e38\u4ee5\u8868\u683c\u5f62\u5f0f<\/p>\n

3\u3001\u5206\u6790\u7ed3\u679c\u53ef\u89c6\u5316\uff1a\u652f\u6301\u76f8\u5173\u5206\u6790\u3001\u5e73\u884c\u5750\u6807\u3001\u6563\u70b9\u56fe\u7b49\u7edf\u8ba1\u5206\u6790\u548c\u56fe\u8868<\/p>\n

 <\/p>\n

09 \u5b8c\u5584\u7684\u5907\u4efd\u673a\u5236<\/p>\n

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1\u3001\u5de5\u4f5c\u6d41\u5bfc\u51fa\u5bfc\u5165<\/p>\n

\u5de5\u4f5c\u6d41\u5907\u4efd\u662f\u6307\u5c06\u5de5\u4f5c\u6d41DAG\u8d44\u6e90\u5355\u72ec\u5bfc\u51fa\u5230\u672c\u5730\uff0c\u6587\u4ef6\u540e\u7f00\u540d\u4e3a\u201c.\u89c2\u8fdcBIm\u201d\u3002<\/p>\n

 <\/p>\n

2\u3001\u8d44\u6e90\u5bfc\u51fa\u548c\u5bfc\u5165<\/p>\n

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 <\/p>\n

3\u3001\u77e5\u8bc6\u5e93\u5907\u4efd\u4e0e\u6062\u590d<\/p>\n

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