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class=\"wp-block-list\">\n<li>\u968f\u7740\u5b89\u5168\u548c\u5408\u89c4\u6027\u8981\u6c42\u6210\u4e3a\u4e3b\u6d41\uff0c\u516c\u53f8\u5c06\u4e0d\u5f97\u4e0d\u9075\u5faa\u66f4\u591a\u7684\u89c4\u5219&#8211;\u4f8b\u5982\u9488\u5bf9\u533b\u7597\u4fdd\u5065\u6570\u636e\u7684HIPAA\u548c\u9488\u5bf9\u94f6\u884c\u4e1a\u52a1\u7684BCBS 239\u7b49\u884c\u4e1a\u7279\u5b9a\u89c4\u5219\uff0c\u6216\u6b27\u6d32GDPR\u548c\u52a0\u5229\u798f\u5c3c\u4e9aCCPA\u7b49\u7279\u5b9a\u533a\u57df\u89c4\u5219\u3002\u673a\u5668\u4eba\u53ef\u6839\u636e\u6bcf\u5bb6\u516c\u53f8\u7684\u6cd5\u89c4\u6765\u8bc6\u522b\u548c\u6807\u8bb0\u654f\u611f\u5217\u3002<\/li>\n\n\n\n<li>\u5bf9\u6570\u636e\u96c6\u6709\u7279\u5b9a\u547d\u540d\u4e60\u60ef\u7684\u516c\u53f8\u53ef\u4ee5\u521b\u5efa\u673a\u5668\u4eba\u5e76\u6839\u636e\u9884\u8bbe\u89c4\u5219\u81ea\u52a8\u7ec4\u7ec7\u3001\u5206\u7c7b\u548c\u6807\u8bb0\u5b83\u7684\u6570\u636e\u751f\u6001\u7cfb\u7edf\u3002<\/li>\n\n\n\n<li>\u516c\u53f8\u53ef\u4ee5\u91c7\u7528\u5f00\u7bb1\u5373\u7528\u7684\u53ef\u89c2\u5bdf\u6027\u548c\u6570\u636e\u8d28\u91cf\u7b97\u6cd5\uff0c\u5e76\u6839\u636e\u4ed6\u4eec\u7684\u6570\u636e\u751f\u6001\u7cfb\u7edf\u548c\u573a\u666f\u8fdb\u884c\u5b9a\u5236\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u53ef\u7f16\u7a0b\u667a\u80fd\u7684\u7528\u4f8b\u662f\u65e0\u7a77\u65e0\u5c3d\u7684\uff0c\u6211\u5bf9\u672a\u6765\u7684\u53d1\u5c55\u611f\u5230\u975e\u5e38\u5174\u594b\uff01<\/p>\n\n\n\n<p><strong>3.&nbsp;<\/strong><strong>\u5d4c\u5165\u5f0f\u534f\u4f5c\u63d2\u4ef6<\/strong><\/p>\n\n\n\n<p>\u5982\u4eca\uff0c\u6570\u636e\u56e2\u961f\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u52a0\u591a\u6837\u5316\u3002\u4ed6\u4eec\u7531\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u5206\u6790\u5e08\u3001\u5206\u6790\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u4ea7\u54c1\u7ecf\u7406\u3001\u4e1a\u52a1\u5206\u6790\u5e08\u3001\u516c\u6c11\u6570\u636e\u79d1\u5b66\u5bb6\u7b49\u7ec4\u6210\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u591a\u6837\u5316\u7684\u6570\u636e\u56e2\u961f\u4f7f\u7528\u540c\u6837\u591a\u6837\u5316\u7684\u6570\u636e\u5de5\u5177\uff0c\u4ece&nbsp;SQL\u3001Looker&nbsp;\u548c&nbsp;Jupyter&nbsp;\u5230&nbsp;Python\u3001Tableau\u3001dbt&nbsp;\u548c&nbsp;R\u3002\u6dfb\u52a0\u5927\u91cf\u7684\u534f\u4f5c\u5de5\u5177\uff08\u5982&nbsp;Slack\u3001JIRA&nbsp;\u548c\u7535\u5b50\u90ae\u4ef6\uff09\uff0c\u8fd9\u8ba9\u6570\u636e\u4e13\u4e1a\u4eba\u58eb\u7684\u751f\u6d3b\u6210\u4e86\u4e00\u573a\u5669\u68a6\u3002<\/p>\n\n\n\n<p><em>\u7531\u4e8e\u6570\u636e\u56e2\u961f\u7684<\/em><em>\u57fa\u7840<\/em><em>\u591a\u6837\u6027\uff0c\u6570\u636e\u5de5\u5177\u9700\u8981\u88ab\u8bbe\u8ba1\u6210\u4e0e\u6bcf\u4e2a\u56e2\u961f\u7684\u65e5\u5e38\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d<\/em><em>\u878d\u5408<\/em><em>\u3002<\/em><\/p>\n\n\n\n<p>\u8fd9\u6b63\u662f\u5d4c\u5165\u5f0f\u534f\u4f5c\u7684\u60f3\u6cd5\u53d8\u5f97\u6d3b\u8dc3\u8d77\u6765\u7684\u539f\u56e0\u3002\u5d4c\u5165\u534f\u4f5c\u4e0d\u662f\u4ece\u4e00\u4e2a\u5de5\u5177\u8df3\u5230\u53e6\u4e00\u4e2a\u5de5\u5177\uff0c\u800c\u662f\u65e0\u8bba\u6570\u636e\u56e2\u961f\u6210\u5458\u751f\u6d3b\u5728\u4ec0\u4e48\u5730\u65b9\uff0c\u5de5\u4f5c\u90fd\u80fd\u6b63\u5e38\u8fdb\u884c\u5e76\u51cf\u5c11\u6469\u64e6\u548c\u4e0a\u4e0b\u6587\u5207\u6362\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"602\" src=\"http:\/\/dmbok.dama.org.cn\/wordpress\/wp-content\/uploads\/2023\/04\/image-50.png\" alt=\"\" class=\"wp-image-349\"\/><\/figure>\n\n\n\n<p>\u5d4c\u5165\u534f\u4f5c\u53ef\u80fd\u662f\u4ec0\u4e48\u6837\u5b50\u7684\uff08\u56fe\u7247\u6765\u81eaAtlan\uff09<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u5d4c\u5165\u5f0f\u534f\u4f5c\u7684\u51e0\u4e2a\u4f8b\u5b50\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5982\u679c\u4f60\u53ef\u4ee5\u901a\u8fc7\u83b7\u5f97\u94fe\u63a5\u65f6\u8bf7\u6c42\u8bbf\u95ee\u6570\u636e\u8d44\u4ea7\uff0c\u5c31\u50cf\u8c37\u6b4c\u6587\u6863\u4e00\u6837\uff0c\u6240\u6709\u8005\u53ef\u4ee5\u5728Slack\u4e0a\u83b7\u5f97\u8bf7\u6c42\uff0c\u5e76\u7acb\u5373\u6279\u51c6\u6216\u62d2\u7edd\u5b83\uff0c\u90a3\u4f1a\u600e\u4e48\u6837\uff1f<\/li>\n\n\n\n<li>\u5982\u679c\u5728\u68c0\u67e5\u6570\u636e\u8d44\u4ea7\u5e76\u9700\u8981\u62a5\u544a\u95ee\u9898\u65f6\uff0c\u4f60\u53ef\u4ee5\u89e6\u53d1\u4e00\u4e2a\u4e0e\u5de5\u7a0b\u56e2\u961f\u7684JIRA\u5de5\u4f5c\u6d41\u7a0b\u5b8c\u7f8e\u7ed3\u5408\u7684\u652f\u6301\u8bf7\u6c42\uff0c\u90a3\u4f1a\u600e\u4e48\u6837\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u4e3b\u52a8\u5143\u6570\u636e\u5e73\u53f0\u4e2d\u7684\u64cd\u4f5c\u5c42\u5c06\u4f7f\u5d4c\u5165\u5f0f\u534f\u4f5c\u6700\u7ec8\u6d3b\u8dc3\u8d77\u6765\u3002\u6211\u5c06\u6b64\u5c42\u89c6\u4e3a\u73b0\u4ee3\u6570\u636e\u5806\u6808\u7684Zapier&#8211;\u7531\u5171\u4eab\u5143\u6570\u636e\u5c42\u7edf\u4e00\uff0c\u5e76\u5141\u8bb8\u56e2\u961f\u4e3a\u81ea\u5df1\u72ec\u7279\u7684\u5de5\u4f5c\u6d41\u7a0b\u5b9a\u5236\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n<p><strong>4.&nbsp;<\/strong><strong>\u6570\u636e\u5904\u7406\u81ea\u52a8\u5316<\/strong><\/p>\n\n\n\n<p>\u51e0\u5e74\u524d\uff0c\u4e00\u79cd\u540d\u4e3a\u673a\u5668\u4eba\u8fc7\u7a0b\u81ea\u52a8\u5316\uff08RPA\uff09\u7684\u65b0\u5de5\u5177\u7c7b\u522b\u5e2d\u5377\u4e86\u4f01\u4e1a\u754c\u3002\u4eceUiPath\u6765\u770b\uff0cRPA\u662f\u201c\u4e00\u79cd\u8f6f\u4ef6\u6280\u672f\uff0c\u53ef\u4ee5\u8f7b\u677e\u6784\u5efa\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u8f6f\u4ef6\u673a\u5668\u4eba\uff0c\u6a21\u62df\u4e0e\u6570\u5b57\u7cfb\u7edf\u548c\u8f6f\u4ef6\u4ea4\u4e92\u7684\u4eba\u7c7b\u884c\u4e3a\u201d\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u6570\u636e\u7f16\u7ec7\u3001\u6570\u636e\u7f51\u683c\u548cDataOps\u7b49\u6982\u5ff5\u6210\u4e3a\u6211\u4eec\u601d\u8003\u6570\u636e\u5e73\u53f0\u7684\u4e3b\u6d41\u65b9\u5f0f\uff0c\u5b83\u4eec\u5c06\u5f15\u53d1\u5bf9\u6570\u636e\u6d41\u7a0b\u81ea\u52a8\u5316\uff08DPA\uff09\u7684\u9700\u6c42&#8211;\u8fd9\u662f\u4e00\u79cd\u4f7f\u6784\u5efa\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316\u7b80\u5355\u5316\u7684\u673a\u5668\u4eba\uff0c\u5b83\u5c06\u6a21\u62df\u4eba\u7c7b\u51b3\u7b56\u8fc7\u7a0b\u6216\u884c\u52a8\u6765\u7ba1\u7406\u6570\u636e\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p><em>\u4f60\u662f\u5426\u66fe\u56e0\u5468\u4e00\u65e9\u4e0a\u7684\u4eea\u8868\u76d8\u52a0\u8f7d\u901f\u5ea6\u800c\u611f\u5230\u6cae\u4e27\uff1f\u6216\u8005\u66f4\u7cdf\u7cd5\u7684\u662f\uff0c\u5728\u6708\u672b\u88abAWS\u7684\u9ad8\u989d\u8d26\u5355\u5413\u5230\uff1f<\/em><\/p>\n\n\n\n<p>\u6709\u4e86\u4e3b\u52a8\u5143\u6570\u636e\u5e73\u53f0\uff0c\u4e0d\u96be\u60f3\u8c61\u8fd9\u4e24\u79cd\u60c5\u51b5\u90fd\u4e0d\u4f1a\u518d\u53d1\u751f\u3002\u4e00\u4e2a\u771f\u6b63\u7684\u4e3b\u52a8\u5143\u6570\u636e\u5e73\u53f0\u53ef\u4ee5\u5411\u76f8\u90bb\u7684\u6570\u636e\u7ba1\u7406\u5de5\u5177\u63a8\u8350\u53c2\u6570\u5316\u6307\u4ee4\uff0c\u7528\u4e8e\u8d44\u6e90\u5206\u914d\u548c\u4f5c\u4e1a\u7ba1\u7406\u7b49\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff1a\u901a\u8fc7\u5229\u7528\u5404\u79cd\u6765\u6e90\u7684\u5143\u6570\u636e&#8211;\u6bd4\u5982\u9876\u7ea7BI\u4eea\u8868\u76d8\u4ee5\u53caBI\u5de5\u5177\u7684\u5cf0\u503c\u4f7f\u7528\u65f6\u95f4\u3001\u6570\u636e\u7ba1\u9053\u5de5\u5177\u7684\u5386\u53f2\u6570\u636e\u7ba1\u9053\u8fd0\u884c\u7edf\u8ba1\u6570\u636e\uff0c\u4ee5\u53ca\u4ed3\u5e93\u7684\u8ba1\u7b97\u6027\u80fd&#8211;\u4f60\u53ef\u4ee5\u60f3\u8c61\u4e00\u4e2a\u573a\u666f\uff0c\u5728\u8fd9\u4e2a\u573a\u666f\u4e2d\uff0c\u4e3b\u52a8\u5143\u6570\u636e\u5e73\u53f0\u4e0d\u4ec5\u63a8\u8350\u7528\u4e8e\u6269\u5c55Snowflake\u4ed3\u5e93\u7684\u53c2\u6570\uff0c\u4e5f\u4f1a\u5b9e\u9645\u4e0a\u5229\u7528DPA\u6765\u5206\u914d\u4ed3\u5e93\u8d44\u6e90\u3002<\/p>\n\n\n\n<p><strong>5.&nbsp;<\/strong><strong>\u53cd\u5411<\/strong><strong>\u5143\u6570\u636e<\/strong><\/p>\n\n\n\n<p>\u6211\u76f8\u4fe1\u8fc7\u53bb\u51e0\u5e74\u6700\u4f1f\u5927\u7684\u4e8b\u60c5\u4e4b\u4e00\u662f\u771f\u6b63\u7684\u201c\u73b0\u4ee3\u6570\u636e\u6808\u201d\u516c\u53f8\u548c\u521b\u4e1a\u8005\u7684\u5d1b\u8d77\uff0c\u4ed6\u4eec\u76f8\u4fe1\u60ca\u4eba\u7684\u7528\u6237\u4f53\u9a8c\u80dc\u8fc7\u4e00\u5207\u3002<\/p>\n\n\n\n<p>\u867d\u7136\u65e7\u65f6\u4ee3\u90fd\u662f\u5173\u4e8e\u201c<strong>\u4ef7\u503c\u6355\u83b7<\/strong>\u201d\uff0c\u4f46\u65b0\u4e00\u4ee3\u521b\u4e1a\u8005\u4e13\u6ce8\u4e8e\u201c<strong>\u4ef7\u503c\u521b\u9020<\/strong>\u201d&#8211;&nbsp;\u6700\u7ec8\u7528\u6237\u4f53\u9a8c\u662f\u7b2c\u4e00\u4f4d\u7684\u3002\u73b0\u4ee3\u6570\u636e\u6808\u516c\u53f8\u8d8a\u6765\u8d8a\u6709\u5174\u8da3\u771f\u6b63\u5730\u76f8\u4e92\u5408\u4f5c\uff0c\u4ee5\u6574\u5408\u5176\u4ea7\u54c1\u8def\u7ebf\u56fe\uff0c\u521b\u9020\u66f4\u597d\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u4e3b\u52a8\u5143\u6570\u636e\u662f\u771f\u6b63\u89e3\u9501\u8fd9\u4e9b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