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\u4e94\u3001\u4e91\u8ba1\u7b97\u4e0e\u5927\u6570\u636e\u5904\u7406<\/h2>\n\n\n\n

1\uff0c\u4e91\u8ba1\u7b97\u5e73\u53f0\u4e0b\u7684\u5927\u6570\u636e\u5f39\u6027\u8ba1\u7b97\u7814\u7a76
2\uff0c\u57fa\u4e8e\u4e91\u5e73\u53f0\u7684\u5927\u6570\u636e\u5b9e\u65f6\u5904\u7406\u6846\u67b6\u7814\u7a76
3\uff0c\u4e91\u8ba1\u7b97\u5728\u653f\u52a1\u5927\u6570\u636e\u5171\u4eab\u4e2d\u7684\u5e94\u7528\u7814\u7a76
4\uff0c\u57fa\u4e8e\u5bb9\u5668\u7684\u4e91\u7aef\u5927\u6570\u636e\u5904\u7406\u4f18\u5316\u7814\u7a76
5\uff0c\u4e91\u8ba1\u7b97\u73af\u5883\u4e0b\u7684\u5927\u89c4\u6a21\u65e5\u5fd7\u5904\u7406\u7814\u7a76
6\uff0c\u4e91\u8fb9\u534f\u540c\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
7\uff0c\u57fa\u4e8e\u4e91\u8ba1\u7b97\u7684\u667a\u80fd\u6559\u80b2\u5927\u6570\u636e\u5904\u7406\u7814\u7a76
8\uff0c\u4e91\u5e73\u53f0\u5728\u533b\u7597\u5927\u6570\u636e\u667a\u80fd\u5904\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u4e91\u8ba1\u7b97\u9a71\u52a8\u7684\u5927\u6570\u636e\u5206\u5e03\u5f0f\u5b58\u50a8\u7814\u7a76
10\uff0c\u4e91\u7aef\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u80fd\u8017\u4f18\u5316\u65b9\u6cd5\u7814\u7a76
11\uff0c\u57fa\u4e8eKubernetes\u7684\u5927\u6570\u636e\u4e91\u8ba1\u7b97\u67b6\u6784\u7814\u7a76
12\uff0c\u4e91\u8ba1\u7b97\u5728\u7535\u5546\u5927\u6570\u636e\u5b9e\u65f6\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
13\uff0c\u6df7\u5408\u4e91\u67b6\u6784\u4e0b\u7684\u5927\u6570\u636e\u5904\u7406\u4e0e\u8c03\u5ea6\u4f18\u5316\u7814\u7a76
14\uff0c\u57fa\u4e8eSpark on Cloud\u7684\u4f01\u4e1a\u5927\u6570\u636e\u5206\u6790\u7814\u7a76
15\uff0c\u4e91\u8ba1\u7b97\u5728\u91d1\u878d\u5927\u6570\u636e\u98ce\u9669\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
16\uff0c\u4e91\u5e73\u53f0\u5728\u667a\u80fd\u4ea4\u901a\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u4f5c\u7528\u7814\u7a76
17\uff0c\u57fa\u4e8eServerless\u7684\u5927\u6570\u636e\u4e91\u7aef\u5904\u7406\u6a21\u5f0f\u7814\u7a76
18\uff0c\u4e91\u8ba1\u7b97\u9a71\u52a8\u7684\u667a\u80fd\u5236\u9020\u5927\u6570\u636e\u5206\u6790\u7814\u7a76
19\uff0c\u4e91\u5e73\u53f0\u5728\u73af\u5883\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
20\uff0c\u4e91\u8ba1\u7b97\u4e0e\u5927\u6570\u636e\u878d\u5408\u53d1\u5c55\u7efc\u8ff0\u7814\u7a76<\/p>\n\n\n\n

\u516d\u3001\u6570\u636e\u6316\u6398\u7b97\u6cd5\u4e0e\u4f18\u5316<\/h2>\n\n\n\n

1\uff0c\u57fa\u4e8e\u6539\u8fdbK-means\u7684\u7535\u5546\u5927\u6570\u636e\u7528\u6237\u5206\u7fa4\u7814\u7a76
2\uff0c\u9057\u4f20\u7b97\u6cd5\u5728\u91d1\u878d\u5927\u6570\u636e\u7279\u5f81\u9009\u62e9\u4e2d\u7684\u5e94\u7528\u7814\u7a76
3\uff0c\u805a\u7c7b\u4e0e\u5206\u7c7b\u6df7\u5408\u7b97\u6cd5\u5728\u533b\u7597\u5927\u6570\u636e\u4e2d\u7684\u5e94\u7528\u7814\u7a76
4\uff0c\u6df1\u5ea6\u5b66\u4e60\u4e0e\u5173\u8054\u89c4\u5219\u878d\u5408\u7684\u96f6\u552e\u6570\u636e\u6316\u6398\u7814\u7a76
5\uff0c\u57fa\u4e8e\u51b3\u7b56\u6811\u7684\u6559\u80b2\u5927\u6570\u636e\u5b66\u4e60\u884c\u4e3a\u5206\u6790\u7814\u7a76
6\uff0c\u4f18\u5316Apriori\u7b97\u6cd5\u7684\u793e\u4ea4\u7f51\u7edc\u6570\u636e\u6316\u6398\u7814\u7a76
7\uff0c\u7c92\u5b50\u7fa4\u4f18\u5316\u7b97\u6cd5\u5728\u80fd\u6e90\u6d88\u8017\u6570\u636e\u6316\u6398\u4e2d\u7684\u5e94\u7528\u7814\u7a76
8\uff0c\u57fa\u4e8e\u6734\u7d20\u8d1d\u53f6\u65af\u7684\u7535\u4fe1\u5ba2\u6237\u6d41\u5931\u9884\u6d4b\u7814\u7a76
9\uff0c\u6df7\u5408\u7b97\u6cd5\u5728\u8de8\u5883\u7535\u5546\u4ea4\u6613\u5927\u6570\u636e\u6316\u6398\u4e2d\u7684\u5e94\u7528\u7814\u7a76
10\uff0c\u652f\u6301\u5411\u91cf\u673a\u5728\u91d1\u878d\u6b3a\u8bc8\u6570\u636e\u6316\u6398\u4e2d\u7684\u5e94\u7528\u7814\u7a76
11\uff0c\u57fa\u4e8e\u6539\u8fdb\u805a\u7c7b\u7b97\u6cd5\u7684\u4ea4\u901a\u5927\u6570\u636e\u51fa\u884c\u89c4\u5f8b\u7814\u7a76
12\uff0c\u795e\u7ecf\u7f51\u7edc\u5728\u8206\u60c5\u5927\u6570\u636e\u60c5\u611f\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
13\uff0c\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u63a8\u8350\u7cfb\u7edf\u6570\u636e\u6316\u6398\u7814\u7a76
14\uff0c\u7279\u5f81\u9009\u62e9\u65b9\u6cd5\u5728\u533b\u5b66\u5f71\u50cf\u5927\u6570\u636e\u6316\u6398\u4e2d\u7684\u4f18\u5316\u7814\u7a76
15\uff0c\u57fa\u4e8e\u6df1\u5ea6\u68ee\u6797\u7b97\u6cd5\u7684\u7535\u529b\u5927\u6570\u636e\u5f02\u5e38\u68c0\u6d4b\u7814\u7a76
16\uff0c\u6df7\u5408\u4f18\u5316\u7b97\u6cd5\u5728\u793e\u4ea4\u5a92\u4f53\u7528\u6237\u753b\u50cf\u4e2d\u7684\u5e94\u7528\u7814\u7a76
17\uff0c\u57fa\u4e8e\u9690\u8bed\u4e49\u6a21\u578b\u7684\u8de8\u5883\u7535\u5546\u63a8\u8350\u6316\u6398\u7814\u7a76
18\uff0c\u6539\u8fdb\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u5728\u73af\u5883\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
19\uff0c\u57fa\u4e8e\u81ea\u7f16\u7801\u5668\u7684\u6587\u672c\u5927\u6570\u636e\u7279\u5f81\u63d0\u53d6\u7814\u7a76
20\uff0c\u5927\u6570\u636e\u6316\u6398\u7b97\u6cd5\u4f18\u5316\u4e0e\u672a\u6765\u8d8b\u52bf\u7814\u7a76<\/p>\n\n\n\n

\u4e03\u3001\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4<\/h2>\n\n\n\n

1\uff0c\u5dee\u5206\u9690\u79c1\u5728\u91d1\u878d\u5927\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
2\uff0c\u8054\u90a6\u5b66\u4e60\u5728\u533b\u7597\u5927\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u4e2d\u7684\u5e94\u7528\u7814\u7a76
3\uff0c\u57fa\u4e8e\u540c\u6001\u52a0\u5bc6\u7684\u5927\u6570\u636e\u9690\u79c1\u8ba1\u7b97\u65b9\u6cd5\u7814\u7a76
4\uff0c\u6570\u636e\u8131\u654f\u6280\u672f\u5728\u7535\u5546\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
5\uff0c\u533a\u5757\u94fe\u6280\u672f\u5728\u653f\u52a1\u5927\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u4e2d\u7684\u5e94\u7528\u7814\u7a76
6\uff0c\u9690\u79c1\u8ba1\u7b97\u5728\u7528\u6237\u753b\u50cf\u5927\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u7814\u7a76
7\uff0c\u6df7\u5408\u52a0\u5bc6\u6280\u672f\u5728\u8de8\u5883\u7535\u5546\u6570\u636e\u5b89\u5168\u4e2d\u7684\u5e94\u7528\u7814\u7a76
8\uff0c\u5dee\u5206\u9690\u79c1\u5728\u667a\u80fd\u4ea4\u901a\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u533f\u540d\u5316\u5904\u7406\u5728\u793e\u4ea4\u5a92\u4f53\u5927\u6570\u636e\u4e2d\u7684\u6548\u679c\u7814\u7a76
10\uff0c\u57fa\u4e8e\u53ef\u4fe1\u8ba1\u7b97\u7684\u5927\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u673a\u5236\u7814\u7a76
11\uff0c\u6570\u636e\u8bbf\u95ee\u63a7\u5236\u5728\u667a\u6167\u57ce\u5e02\u5927\u6570\u636e\u4e2d\u7684\u5e94\u7528\u7814\u7a76
12\uff0c\u533b\u7597\u5927\u6570\u636e\u5171\u4eab\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4\u4e0e\u5b89\u5168\u673a\u5236\u7814\u7a76
13\uff0c\u57fa\u4e8e\u533a\u5757\u94fe\u7684\u6570\u636e\u5b89\u5168\u8ffd\u6eaf\u7cfb\u7edf\u7814\u7a76
14\uff0c\u9690\u79c1\u4fdd\u62a4\u5728\u6559\u80b2\u5927\u6570\u636e\u5171\u4eab\u4e2d\u7684\u5e94\u7528\u7814\u7a76
15\uff0c\u57fa\u4e8e\u96f6\u77e5\u8bc6\u8bc1\u660e\u7684\u5927\u6570\u636e\u5b89\u5168\u9a8c\u8bc1\u7814\u7a76
16\uff0c\u5206\u5e03\u5f0f\u8d26\u672c\u5728\u5927\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u4e2d\u7684\u5e94\u7528\u7814\u7a76
17\uff0c\u7535\u4fe1\u7528\u6237\u5927\u6570\u636e\u7684\u9690\u79c1\u4fdd\u62a4\u4e0e\u5b89\u5168\u5408\u89c4\u7814\u7a76
18\uff0c\u8de8\u5883\u6570\u636e\u6d41\u52a8\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4\u4e0e\u76d1\u7ba1\u7814\u7a76
19\uff0c\u667a\u80fd\u8bbe\u5907\u5927\u6570\u636e\u91c7\u96c6\u4e2d\u7684\u9690\u79c1\u6cc4\u9732\u9632\u8303\u7814\u7a76
20\uff0c\u5927\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4\u672a\u6765\u53d1\u5c55\u8d8b\u52bf\u7814\u7a76<\/p>\n\n\n\n

\u516b\u3001\u667a\u6167\u57ce\u5e02\u4e0e\u5927\u6570\u636e\u5e94\u7528<\/h2>\n\n\n\n

1\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u57ce\u5e02\u4ea4\u901a\u62e5\u5835\u9884\u6d4b\u4e0e\u6cbb\u7406\u7814\u7a76\u2014\u2014\u4ee5\u4e0a\u6d77\u4e3a\u4f8b
2\uff0c\u667a\u6167\u57ce\u5e02\u653f\u52a1\u5927\u6570\u636e\u5171\u4eab\u5e73\u53f0\u5efa\u8bbe\u8def\u5f84\u7814\u7a76
3\uff0c\u5927\u6570\u636e\u5728\u57ce\u5e02\u7a7a\u6c14\u8d28\u91cf\u76d1\u6d4b\u4e0e\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
4\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u57ce\u5e02\u516c\u5171\u5b89\u5168\u76d1\u63a7\u7cfb\u7edf\u4f18\u5316\u7814\u7a76
5\uff0c\u5927\u6570\u636e\u9a71\u52a8\u7684\u667a\u6167\u57ce\u5e02\u80fd\u6e90\u7ba1\u7406\u7cfb\u7edf\u7814\u7a76
6\uff0c\u667a\u6167\u57ce\u5e02\u5783\u573e\u5206\u7c7b\u4e2d\u7684\u5927\u6570\u636e\u667a\u80fd\u4f18\u5316\u7814\u7a76
7\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u57ce\u5e02\u7528\u6c34\u884c\u4e3a\u6a21\u5f0f\u5206\u6790\u7814\u7a76
8\uff0c\u5927\u6570\u636e\u5728\u667a\u6167\u57ce\u5e02\u5e94\u6025\u7ba1\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u57ce\u5e02\u4eba\u53e3\u6d41\u52a8\u5206\u6790\u7814\u7a76
10\uff0c\u667a\u6167\u57ce\u5e02\u533b\u7597\u5927\u6570\u636e\u5171\u4eab\u4e0e\u5e94\u7528\u7814\u7a76
11\uff0c\u5927\u6570\u636e\u5728\u667a\u6167\u57ce\u5e02\u793e\u533a\u6cbb\u7406\u4e2d\u7684\u5e94\u7528\u7814\u7a76
12\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u667a\u6167\u505c\u8f66\u7ba1\u7406\u7cfb\u7edf\u7814\u7a76
13\uff0c\u57ce\u5e02\u73af\u5883\u5927\u6570\u636e\u7684\u53ef\u89c6\u5316\u76d1\u6d4b\u4e0e\u6cbb\u7406\u7814\u7a76
14\uff0c\u667a\u6167\u57ce\u5e02\u5927\u6570\u636e\u9a71\u52a8\u7684\u6570\u5b57\u5b6a\u751f\u5efa\u8bbe\u7814\u7a76
15\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u667a\u6167\u6559\u80b2\u8d44\u6e90\u4f18\u5316\u7814\u7a76
16\uff0c\u5927\u6570\u636e\u9a71\u52a8\u7684\u667a\u6167\u57ce\u5e02\u516c\u5171\u4ea4\u901a\u4f18\u5316\u7814\u7a76
17\uff0c\u57fa\u4e8e\u7269\u8054\u7f51\u6570\u636e\u7684\u667a\u6167\u57ce\u5e02\u8fd0\u884c\u76d1\u63a7\u7814\u7a76
18\uff0c\u57ce\u5e02\u5e94\u6025\u4e8b\u4ef6\u5927\u6570\u636e\u5feb\u901f\u54cd\u5e94\u673a\u5236\u7814\u7a76
19\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u667a\u6167\u57ce\u5e02\u5e78\u798f\u6307\u6570\u8bc4\u4ef7\u7814\u7a76
20\uff0c\u667a\u6167\u57ce\u5e02\u5927\u6570\u636e\u5e94\u7528\u7684\u672a\u6765\u53d1\u5c55\u8d8b\u52bf\u7814\u7a76<\/p>\n\n\n\n

\u4e5d\u3001\u91d1\u878d\u5927\u6570\u636e\u5206\u6790<\/h2>\n\n\n\n

1\uff0c\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u91d1\u878d\u5927\u6570\u636e\u4fe1\u7528\u98ce\u9669\u9884\u6d4b\u7814\u7a76
2\uff0c\u91d1\u878d\u5927\u6570\u636e\u5728\u80a1\u5e02\u6ce2\u52a8\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
3\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u5546\u4e1a\u94f6\u884c\u4fe1\u8d37\u98ce\u9669\u7ba1\u7406\u7814\u7a76\u2014\u2014\u4ee5\u5de5\u5546\u94f6\u884c\u4e3a\u4f8b
4\uff0c\u5927\u6570\u636e\u5728\u8bc1\u5238\u5e02\u573a\u6295\u8d44\u7ec4\u5408\u4f18\u5316\u4e2d\u7684\u5e94\u7528\u7814\u7a76
5\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u91d1\u878d\u6b3a\u8bc8\u68c0\u6d4b\u7814\u7a76
6\uff0c\u5927\u6570\u636e\u9a71\u52a8\u7684\u4fdd\u9669\u884c\u4e1a\u98ce\u9669\u5b9a\u4ef7\u7814\u7a76
7\uff0c\u4e92\u8054\u7f51\u91d1\u878d\u5e73\u53f0\u4ea4\u6613\u5927\u6570\u636e\u5206\u6790\u7814\u7a76
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10\uff0c\u91d1\u878d\u5927\u6570\u636e\u5728\u4f01\u4e1a\u878d\u8d44\u98ce\u9669\u9884\u6d4b\u4e2d\u7684\u5e94\u7528\u7814\u7a76
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5\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u533b\u9662\u8d44\u6e90\u8c03\u5ea6\u4f18\u5316\u7814\u7a76
6\uff0c\u533b\u7597\u5927\u6570\u636e\u9a71\u52a8\u7684\u516c\u5171\u536b\u751f\u5e94\u6025\u7ba1\u7406\u7814\u7a76
7\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u6162\u6027\u75c5\u7ba1\u7406\u4f18\u5316\u7814\u7a76
8\uff0c\u533b\u7597\u5927\u6570\u636e\u5728\u836f\u7269\u7814\u53d1\u4e2d\u7684\u5e94\u7528\u7814\u7a76
9\uff0c\u57fa\u4e8e\u5927\u6570\u636e\u7684\u8fdc\u7a0b\u533b\u7597\u670d\u52a1\u4f18\u5316\u7814\u7a76
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