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2023\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a(WAIC 2023)\u4e8e\u4e0a\u6d77\u4e16\u535a\u4e2d\u5fc3\u53ca\u4e16\u535a\u5c55\u89c8\u9986\u6210\u529f\u4e3e\u529e\u3002\u5927\u4f1a\u53c2\u5c55\u4f01\u4e1a\u8d85\u8fc7400\u5bb6,\u7ebf\u4e0b\u53c2\u89c2\u4eba\u6570\u7a81\u783417.7\u4e07\u4eba\u3002\u901f\u77f3\u79d1\u6280<\/strong>\u4e5f\u5e94\u9080\u53c2\u52a0\u672c\u6b21\u5927\u4f1a,\u65d7\u4e0b\u4e00\u7ad9\u5f0fAI\u7814\u53d1\u5e73\u53f0\u53caAI\u5e94\u7528Megrez\u9996\u6b21\u4eae\u76f8<\/strong>\u3002<\/p>\n

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\"\"<\/p>\n

<\/section>\n

\u5728ChatGPT\u3001Midjourney\u7b49\u4ea7\u54c1\u5f15\u7206AIGC\u70ed\u5ea6\u540e,\u56fd\u5185\u5916\u77e5\u540d\u79d1\u6280\u516c\u53f8\u4e5f\u5148\u540e\u53d1\u5e03\u4e86\u81ea\u5df1\u7684\u5927\u6a21\u578b,\u6781\u9ad8\u7684\u5173\u6ce8\u5ea6\u5e26\u52a8\u4e86\u6574\u6761\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u94fe\u7684\u53d1\u5c55,\u4ece\u800c\u50ac\u751f\u4e86\u884c\u4e1a\u5bf9MLOps\u5e73\u53f0\u7684\u8fdb\u4e00\u6b65\u9700\u6c42\u3002<\/p>\n

\u5173\u4e8eMLOps<\/strong><\/p>\n

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Google\u56e2\u961f\u57282015\u5e74\u7684\u8bba\u6587\u4e2d\u9996\u6b21\u63d0\u51fa\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u4e2d\u5b58\u5728\u7740\u9690\u85cf\u7684\u6280\u672f\u503a\u52a1,\u4ee3\u7801\u5f00\u53d1\u7684\u5360\u6bd4\u4ec5\u4ec5\u5982\u4e0b\u56fe\u5c0f\u9ed1\u6846\u6240\u793a,\u6574\u4e2a\u673a\u5668\u5b66\u4e60\u7684\u4f53\u7cfb\u590d\u6742\u800c\u5e9e\u5927<\/strong>\u3002<\/p>\n

\"\"<\/p>\n

\u6765\u6e90:Hidden Technical Debt in Machine Learning Systems, NeurIPS 2015<\/em><\/p>\n

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MLOps\u5c31\u662f\u5c06\u673a\u5668\u5b66\u4e60(ML)\u3001\u5f00\u53d1(Dev)\u548c\u8fd0\u7ef4(Ops)\u4e32\u8fde\u4e3a\u4e00\u4e2a\u6574\u4f53,\u5411\u4eba\u5de5\u667a\u80fd\u9886\u57df\u63d0\u4f9b\u4e86\u7cfb\u7edf\u6027\u7684\u751f\u4ea7\u8fc7\u7a0b\u7ba1\u7406\u65b9\u6848,\u4ece\u800c\u9488\u5bf9\u6027\u5730\u89e3\u51b3\u524d\u8ff0AI\u9886\u57df\u95ee\u9898\u3002<\/p>\n

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\u901f\u77f3\u79d1\u6280MLOps\u5e73\u53f0<\/strong><\/p>\n

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1\u3001\u654f\u6377\u9ad8\u6548\u7684\u4e00\u7ad9\u5f0f\u7814\u53d1\u5e73\u53f0<\/strong><\/p>\n

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\"\"<\/p>\n

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\"\"<\/p>\n

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\u5173\u4e8e\u901f\u77f3<\/strong><\/p>\n

\n
\n
\n
\n
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 <\/p>\n","protected":false},"excerpt":{"rendered":"

2023\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a(WAIC 2023)\u4e8e\u4e0a\u6d77\u4e16\u535a\u4e2d\u5fc3\u53ca\u4e16\u535a\u5c55\u89c8\u9986\u6210\u529f\u4e3e\u529e\u3002\u5927\u4f1a\u53c2\u5c55\u4f01\u4e1a\u8d85\u8fc7400\u5bb6,\u7ebf\u4e0b\u53c2\u89c2\u4eba\u6570\u7a81\u783417.7\u4e07\u4eba\u3002\u901f\u77f3\u79d1\u6280\u4e5f\u5e94\u9080\u53c2\u52a0\u672c\u6b21\u5927\u4f1a,\u65d7\u4e0b\u4e00\u7ad9\u5f0fAI […]<\/a><\/p>\n<\/div>","protected":false},"author":12,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-7037","post","type-post","status-publish","format-standard","category-market"],"_links":{"self":[{"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/posts\/7037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/comments?post=7037"}],"version-history":[{"count":1,"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/posts\/7037\/revisions"}],"predecessor-version":[{"id":7042,"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/posts\/7037\/revisions\/7042"}],"wp:attachment":[{"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/media?parent=7037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/categories?post=7037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cn.dailyeconomic.com\/sh\/wp-json\/wp\/v2\/tags?post=7037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}