{"id":56916,"date":"2021-01-29T07:54:44","date_gmt":"2021-01-29T07:54:44","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&#038;p=56916"},"modified":"2024-09-20T17:45:41","modified_gmt":"2024-09-20T16:45:41","slug":"becoming-an-ai-factory","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/becoming-an-ai-factory\/","title":{"rendered":"\u4ece\u60f3\u6cd5\u5230\u5b9e\u65bd\uff1a\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u5de5\u5382"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 description\"><p>2021 \u5e74 1 \u6708 29 \u65e5<br \/>\n\u5236\u5b9a\u8fde\u8d2f\u7684\u4eba\u5de5\u667a\u80fd\u6218\u7565\uff0c\u90e8\u7f72\u589e\u503c\u548c\u9ad8\u6548\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u8fd9\u5bf9\u8bb8\u591a\u4f01\u4e1a\u6765\u8bf4\u90fd\u662f\u4e00\u4e2a\u96be\u9898\u3002Artefact Data \u54a8\u8be2\u516c\u53f8\u5408\u4f19\u4eba\u4e9a\u5386\u5c71\u5927-\u8482\u6602-\u5fb7\u62c9\u8096\u59c6\uff08Alexandre Thion de la Chaume\uff09\u89e3\u91ca\u4e86\u5982\u4f55\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u6a21\u5f0f\u7b80\u5316\u8fd9\u4e9b\u6d41\u7a0b\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><p>\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u88ab\u89c6\u4e3a\u7ade\u4e89\u4f18\u52bf\u7684\u4e3b\u8981\u6760\u6746\u3002data \u4e0d\u4f1a\u8bf4\u8c0e\uff1a\u5728\u5168\u7403\u8303\u56f4\u5185\uff0c\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u6210\u4e3a\u4e00\u79cd\u65b0\u7684\u7ade\u4e89\u624b\u6bb5\u3002<a href=\"https:\/\/www.mckinsey.com\/featured-insights\/artificial-intelligence\/global-ai-survey-ai-proves-its-worth-but-few-scale-impact\" target=\"_blank\" rel=\"noopener\"> \u4f01\u4e1a\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7684\u6570\u91cf\u540c\u6bd4\u589e\u957f\u8fd1 25%<\/a>, 63%\u7684\u4f01\u4e1a\u9ad8\u7ba1\u8ba4\u4e3a\u8fd9\u6709\u52a9\u4e8e\u589e\u52a0\u6536\u5165\u3002\u5168\u7403\u5927\u6d41\u884c\u75c5\u4f7f\u8fd9\u4e00\u95ee\u9898\u53d8\u5f97\u66f4\u52a0\u7a81\u51fa\u3002\u90a3\u4e9b\u80fd\u591f\u91c7\u7528\u6b63\u786e\u7684\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u5feb\u901f\u9ad8\u6548\u5730\u90e8\u7f72\u548c\u6269\u5c55\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u7684\u4f01\u4e1a\uff0c\u5c06\u80fd\u591f\u84ec\u52c3\u53d1\u5c55\u5e76\u751f\u5b58\u4e0b\u6765\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-3\"><p>\u7136\u800c\uff0c\u4e0e\u6240\u6709\u6539\u53d8\u6e38\u620f\u89c4\u5219\u7684\u4e3e\u63aa\u4e00\u6837\uff0c\u4eba\u5de5\u667a\u80fd\u4e3e\u63aa\u4e5f\u63d0\u51fa\u4e86\u65b0\u7684\u6311\u6218\u3002\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u4f1a\u9047\u5230\u8bb8\u591a\u95ee\u9898\uff0c\u5176\u4e2d\u6700\u4e3b\u8981\u7684\u95ee\u9898\u662f\uff0c\u5982\u4f55\u91c7\u7528\u6b63\u786e\u7684 data \u65b9\u6cd5\uff0c\u5feb\u901f\u9ad8\u6548\u5730\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u8ba1\u5212\uff0c\u907f\u514d\u5931\u8d25\u5e76\u5b9e\u73b0\u957f\u671f\u53ef\u6301\u7eed\u53d1\u5c55\uff1f\u4eba\u5de5\u667a\u80fd\u5de5\u5382 \u2018\u65b9\u6cd5\u6b63\u662f\u4e3a\u6b64\u800c\u5f00\u53d1\u7684\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-4\"><p>\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u662f\u4e00\u79cd\u7ec4\u7ec7\u8fd0\u8425\u6a21\u5f0f\uff0c\u5b83\u4ee5\u7cfb\u7edf\u5316\u7684\u65b9\u5f0f\u5c06\u4e0d\u540c\u7684\u4eba\u624d\u3001\u80fd\u529b\u548c\u6d41\u7a0b\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u4ece\u800c\u5728\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\u548c\u53ef\u6269\u5c55\u6027\u65b9\u9762\u53d6\u5f97\u6210\u529f\u3002\u884c\u4e1a\u9886\u5bfc\u8005\u5df2\u7ecf\u6709\u6548\u5730\u5229\u7528\u4e86\u8fd9\u4e00\u6a21\u5f0f\uff0c\u4f8b\u5982<a href=\"https:\/\/www.maddyness.com\/2019\/04\/25\/openinno-artefact-inaugure-le-lab-en-intelligence-artificielle-carrefour-google\/\" target=\"_blank\" rel=\"noopener\"> \u5bb6\u4e50\u798f<\/a> \u548c<a href=\"https:\/\/hubinstitute.com\/2019\/hubforum\/transformation\/replay-ENGIE-DavidLegendre-Artefact-VincentLuciani-IA-Data-Factory\" target=\"_blank\" rel=\"noopener\"> ENGIE<\/a> \u4ee5\u5728\u5176\u4e1a\u52a1\u4e2d\u5b9e\u65bd\u53d8\u9769\u6027\u7684\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002\u7136\u800c\uff0c\u4ece\u96f6\u5f00\u59cb\u5efa\u7acb\u4e00\u4e2a\u6709\u6548\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u53ef\u80fd\u4ee4\u4eba\u671b\u800c\u751f\u754f\u3002\u60a8\u9700\u8981\u4e13\u4e1a\u7684\u56e2\u961f\u548c\u6e05\u6670\u7684\u613f\u666f\u6765\u5b9e\u73b0\u8fd9\u4e00\u8fc7\u7a0b\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u89c4\u5212\u6210\u5c31\u5b8c\u7f8e<\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p>\u81f3\u5173\u91cd\u8981\u7684\u7b2c\u4e00\u6b65\u662f\u786e\u5b9a\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u7684\u613f\u666f\u548c\u7528\u4f8b\u3002\u8fd9\u5c06\u662f\u60a8\u7684 data \u6218\u7565\u3002\u5fc5\u987b\u786e\u5b9a\u80fd\u4e3a\u516c\u53f8\u8f6c\u578b\u5e26\u6765\u6700\u5927\u5546\u4e1a\u6f5c\u529b\u7684\u7528\u4f8b\u3002\u65e0\u8bba\u662f\u4f9b\u5e94\u94fe\u4f18\u5316\u8fd8\u662f\u5408\u89c4\u7ba1\u7406\uff0c\u5404\u4e2a\u5c42\u9762\u90fd\u5b58\u5728\u673a\u4f1a\u3002.<\/p>\n<p>\u8fd8\u5e94\u8003\u8651\u516c\u53f8\u7684\u4eba\u5de5\u667a\u80fd\u613f\u666f\u3002\u91cd\u8981\u7684\u662f\u8981\u6709\u80fd\u529b\u60f3\u8c61\u5b83\u5982\u4f55\u53d1\u5c55\uff0c\u4e3a\u5b83\u5236\u5b9a\u8ba1\u5212\uff0c\u5e76\u5bf9\u672a\u6765\u6709\u4e00\u4e2a\u6e05\u6670\u7684\u8ba4\u8bc6\u3002\u4ece\u521d\u6b65\u7684\u6574\u4f53\u89c6\u89d2\u51fa\u53d1\uff0c\u7ed8\u5236\u9002\u7528\u4e8e data \u548c\u4eba\u5de5\u667a\u80fd\u7684\u7ec6\u5316\u7248\u672c\u3002.<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u5fc5\u987b\u901a\u8fc7\u8bc6\u522b\u548c\u6574\u7406\u4f7f\u7528\u6848\u4f8b\u6765\u8bc4\u4f30\u5177\u4f53\u7684\u4e1a\u52a1\u673a\u4f1a\u3002\u8fd9\u9700\u8981\u8bc4\u4f30\u4e1a\u52a1\u5f71\u54cd\u548c\u5b9e\u65bd\u590d\u6742\u6027\u3002\u5728\u6574\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u5bf9\u601d\u7ef4\u65b9\u5f0f\u7684\u5173\u6ce8\u975e\u5e38\u91cd\u8981\uff0c\u8fd9\u6837\u624d\u80fd\u7ba1\u7406\u5927\u89c4\u6a21\u7684\u53d8\u9769\uff0c\u5e76\u8ba9\u4ece\u516c\u53f8\u9886\u5bfc\u5230\u4e00\u7ebf\u56e2\u961f\u6210\u5458\u7684\u6bcf\u4e2a\u4eba\u90fd\u53c2\u4e0e\u8fdb\u6765\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u7684\u56db\u5927\u652f\u67f1<\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p>\u4e00\u65e6\u786e\u5b9a\u4e86\u516c\u53f8\u7684 data \u6218\u7565\u548c\u4eba\u5de5\u667a\u80fd\u613f\u666f\uff0c\u60a8\u5c31\u5e94\u8be5\u6709\u4e00\u4e2a\u4f18\u5148\u5b9e\u65bd\u7684\u7528\u4f8b\u5217\u8868\u3002\u4f46\u5982\u4f55\u7740\u624b\u5b9e\u65bd\u5462\uff1f\u6709\u6548\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u5b9e\u65bd\u5efa\u7acb\u5728\u56db\u5927\u652f\u67f1\u4e4b\u4e0a\uff1a<\/p>\n<\/div><div class=\"fusion-text fusion-text-7\"><p><b>\u5355\u4e00\u6cbb\u7406<\/b><\/p>\n<\/div><div class=\"fusion-text fusion-text-8\"><p>\u4e3a\u4e86\u63d0\u9ad8\u6548\u7387\uff0c\u7ba1\u7406\u5fc5\u987b\u662f\u9ad8\u7ea7\u522b\u7684\u3001\u4e13\u95e8\u7684\u548c\u91cf\u8eab\u5b9a\u5236\u7684\u3002\u6700\u9ad8\u7ea7\u522b\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u59d4\u5458\u4f1a--\u7531\u5173\u952e\u7684 C-suite data \u9886\u5bfc\u4eba\u7ec4\u6210--\u5728\u63d0\u4f9b\u6574\u4f53\u8d5e\u52a9\u548c\u65b9\u5411\u65b9\u9762\u6781\u5176\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u5206\u4eab\u4eba\u5de5\u667a\u80fd\u613f\u666f\uff0c\u5e76\u4f7f\u56e2\u961f\u548c\u8def\u7ebf\u56fe\u4e0e\u4e4b\u4fdd\u6301\u4e00\u81f4\u3002\u5728\u8ba1\u5212\u7ba1\u7406\u5c42\u9762\uff0c\u5e94\u8bbe\u7acb\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u603b\u76d1\u4e00\u804c\uff0c\u7531\u4e1a\u52a1\u3001\u8fd0\u8425\u3001\u6cd5\u5f8b\u3001\u5b89\u5168\u548c IT data \u4e13\u5bb6\u53c2\u4e0e\u3002\u4ed6\u4eec\u7684\u804c\u8d23\u662f\u5ba1\u67e5\u3001\u4ef2\u88c1\u548c\u9a8c\u8bc1\u8fdb\u5c55\u60c5\u51b5\u3002.<\/p>\n<p>\u6700\u540e\uff0c\u5728\u64cd\u4f5c\u5c42\u9762\uff0c\u9700\u8981\u6709\u654f\u6377\u56e2\u961f\u3002\u529f\u80fd\u56e2\u961f\u8d1f\u8d23\u4ea4\u4ed8\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u7684\u4f7f\u7528\u6848\u4f8b\u3002\u4ed6\u4eec\u662f\u7d27\u5bc6\u5408\u4f5c\u7684\u5355\u4f4d\uff0c\u786e\u4fdd\u6c38\u4e45\u7684\u4fe1\u606f\u6d41\u548c\u900f\u660e\u5ea6\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u5b83\u4eec\u5e94\u8be5\u662f\u591a\u5b66\u79d1\u7684\uff0c\u7ed3\u5408\u4e86\u6574\u4e2a\u4f01\u4e1a\u7684\u6280\u80fd\u548c\u4e13\u4e1a\u77e5\u8bc6\u3002\u4ed6\u4eec\u4ee5\u6210\u5c31\u4e3a\u5bfc\u5411\uff0c\u6bcf\u4e2a\u4eba\u90fd\u6709\u4e00\u4e2a\u5355\u4e00\u7684\u76ee\u6807\uff1a\u6839\u636e\u4e00\u4e2a\u72ec\u7279\u7684\u76ee\u6807\u4ea4\u4ed8\u4e00\u4e2a\u7528\u4f8b\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-9\"><p><b>\u6709\u7ec4\u7ec7\u3001\u591a\u6837\u5316\u7684\u4e13\u5bb6\u56e2\u961f<\/b><\/p>\n<\/div><div class=\"fusion-text fusion-text-10\"><p>\u4e3a\u4e86\u63d0\u9ad8\u6548\u7387\uff0c\u7ed3\u6784\u5316\u7ec4\u7ec7\u5e94\u5728\u57fa\u4e8e\u654f\u6377\u65b9\u6cd5\u7684\u6df7\u5408\u56e2\u961f\u4e2d\u6c47\u96c6\u4e1a\u52a1\u3001data\u3001\u8f6f\u4ef6\u548c\u6570\u5b57\u6280\u672f\u6280\u80fd\u3002\u654f\u6377\u6027\u786e\u4fdd\u4e86\u5de5\u4f5c\u65b9\u5f0f\u7684\u7075\u6d3b\u6027\u548c\u9002\u5e94\u6027\uff0c\u907f\u514d\u4e86\u4e0e\u7b52\u4ed3\u5f0f\u65b9\u6cd5\u76f8\u5173\u7684\u95ee\u9898\uff0c\u5982\u540c\u4e00\u7ed3\u6784\u4e2d\u7684\u5b64\u7acb\u90e8\u95e8\u6216\u8fc7\u4e8e\u50f5\u5316\u7684\u7a0b\u5e8f\u3002\u8fd9\u9700\u8981\u4e1a\u52a1\u548c\u6280\u672f\u7684\u826f\u597d\u878d\u5408\uff0c\u4ee5\u786e\u4fdd\u6280\u672f\u65b9\u9762\u7684\u5f00\u53d1\u59cb\u7ec8\u5177\u6709\u6ee1\u8db3\u4e1a\u52a1\u9700\u6c42\u7684\u6709\u7528\u76ee\u7684\u3002.<\/p>\n<p>\u53ef\u6269\u5c55\u6027\u662f\u56e2\u961f\u6784\u6210\u7684\u4e00\u4e2a\u91cd\u8981\u603b\u4f53\u7279\u5f81\u3002\u5176\u7406\u5ff5\u662f\uff0c\u56e2\u961f\u7ed3\u6784\u53ef\u4ee5\u50cf\u4e50\u9ad8\u79ef\u6728\u4e00\u6837\u8f7b\u677e\u590d\u5236\u3002\u6709\u4e86\u5b8c\u5168\u53ef\u6269\u5c55\u7684\u6a21\u5f0f\uff0c\u5c31\u53ef\u4ee5\u589e\u52a0\u66f4\u591a\u7684\u56e2\u961f\uff0c\u4ee5\u5e94\u5bf9\u66f4\u591a\u7684\u7528\u4f8b\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-11\"><p><strong>\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-12\"><p>\u5f53\u7136\uff0c\u6709\u6548\u7684\u4eba\u5de5\u667a\u80fd\u90e8\u7f72\u9700\u8981\u4ee5\u4eba\u5de5\u667a\u80fd\u8d4b\u80fd\u6280\u672f\u4e3a\u57fa\u7840\u3002\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u4f7f\u7528\u5f00\u6e90\u3001\u4e13\u6709\u548c cloud \u89e3\u51b3\u65b9\u6848\u7684\u7ec4\u5408\u3002\u5728\u6574\u4e2a data \u7ba1\u9053\u4e2d\uff0c\u4ece\u6444\u53d6\u5230\u53ef\u89c6\u5316\uff0c\u81ea\u59cb\u81f3\u7ec8\u90fd\u5e94\u6839\u636e\u6700\u4f73\u5b9e\u8df5\u5bf9\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u8fdb\u884c\u6807\u51c6\u5316\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-13\"><p><strong>\u7cfb\u7edf\u5316\u548c\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u65b9\u6cd5<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-14\"><p>\u8981\u786e\u4fdd\u4e00\u7cfb\u5217\u6b65\u9aa4\u59cb\u7ec8\u6309\u7167\u7279\u5b9a\u987a\u5e8f\u8fdb\u884c\uff0c\u6bcf\u4e2a\u6b65\u9aa4\u90fd\u6709\u81ea\u5df1\u7684\u660e\u786e\u76ee\u6807\uff0c\u5c31\u9700\u8981\u7cfb\u7edf\u5316\u3002\u8fd9\u6837\u505a\u6709\u4e24\u4e2a\u597d\u5904\u3002\u9996\u5148\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8d2f\u7a7f\u59cb\u7ec8\u7684\u5171\u540c\u53c2\u7167\u7684\u6574\u4f53\u7ed3\u6784\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u4fdd\u8bc1\u4e00\u81f4\u6027\u7684\u652f\u67f1\u3002\u5176\u6b21\uff0c\u8fd9\u4f7f\u5f97\u65b9\u6cd5\u5177\u6709\u53ef\u590d\u5236\u6027\u548c\u53ef\u6269\u5c55\u6027\uff0c\u5927\u5927\u52a0\u5feb\u4e86\u4ea7\u4e1a\u5316\u9636\u6bb5\u7684\u90e8\u7f72\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-15\"><p><strong>MLOps\uff1a\u4fdd\u6301\u5de5\u5382\u8fd0\u8f6c<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-16\"><p>\u9664\u4e86\u4e00\u5957\u7528\u4f8b\u65b9\u6cd5\u4e4b\u5916\uff0c\u8fd8\u5fc5\u987b\u90e8\u7f72 MLOps\uff08\u673a\u5668\u5b66\u4e60\u8fd0\u8425\uff09\u5b9e\u8df5\uff0c\u4ee5\u7f29\u5c0f\u6982\u5ff5\u9636\u6bb5\u4e0e\u751f\u4ea7\u9636\u6bb5\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002\u53d7 DevOps \u6d41\u7a0b\u7684\u542f\u53d1\uff0c\u8fd9\u5e94\u8be5\u5c06\u8f6f\u4ef6\u5f00\u53d1\u548c IT \u8fd0\u8425\u7ed3\u5408\u8d77\u6765\uff0c\u4ee5\u7f29\u77ed\u5f00\u53d1\u751f\u547d\u5468\u671f\u3002.<\/p>\n<p>MLOps \u7684\u76ee\u7684\u662f\u5e94\u5bf9\u4f20\u7edf\u7f16\u7801\u7cfb\u7edf\u6240\u4e0d\u5177\u5907\u7684\u6311\u6218\u3002\u7b2c\u4e00\u4e2a\u6311\u6218\u662f\u56e2\u961f\u4e4b\u95f4\u7684\u534f\u4f5c\uff1a\u4e0d\u540c\u7684\u5355\u4f4d\u5f80\u5f80\u5404\u81ea\u4e3a\u653f\uff0c\u62e5\u6709\u6d41\u7a0b\u7684\u4e0d\u540c\u90e8\u5206\u3002\u8fd9\u627c\u6740\u4e86\u6295\u5165\u751f\u4ea7\u6240\u9700\u7684\u56e2\u7ed3\u3002.<\/p>\n<p>\u5176\u6b21\u662f\u7ba1\u9053\u7ba1\u7406\uff0c\u56e0\u4e3a ML \u7ba1\u9053\u6bd4\u4f20\u7edf\u7ba1\u9053\u66f4\u52a0\u590d\u6742\u3002\u5b83\u4eec\u5177\u6709\u7279\u5b9a\u7684\u7279\u5f81\uff0c\u5305\u62ec\u5fc5\u987b\u5728\u6574\u4e2a\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5\u548c\u76d1\u63a7\u7684 \"\u7816\u5757\"\u3002.<\/p>\n<p>\u6700\u540e\u4e00\u4e2a\u969c\u788d\u662f\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u901a\u5e38\u9700\u8981\u591a\u6b21\u8fed\u4ee3--\u5982\u679c\u4ee5\u4eba\u5de5\u3001\u4e34\u65f6\u7684\u65b9\u5f0f\u6295\u5165\u751f\u4ea7\uff0c\u8fd9\u4e9b\u6a21\u578b\u5c31\u4f1a\u53d8\u5f97\u50f5\u5316\uff0c\u96be\u4ee5\u66f4\u65b0\u3002.<\/p>\n<p>\u76f8\u53cd\uff0cMLOps \u65b9\u6cd5\u5e94\u5c06\u6240\u6709 ML \u8d44\u4ea7\u5d4c\u5165\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u4ea4\u4ed8\u7ba1\u9053 (CICD)\uff0c\u4ee5\u786e\u4fdd\u5feb\u901f\u3001\u65e0\u7f1d\u5730\u63a8\u51fa\u3002\u6240\u6709 data\u3001\u529f\u80fd\u548c\u6a21\u578b\u90fd\u5e94\u5728\u6bcf\u6b21\u65b0\u7248\u672c\u53d1\u5e03\u524d\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4ee5\u9632\u6b62\u8d28\u91cf\u6216\u6027\u80fd\u504f\u79fb\u3002\u6240\u6709\u5229\u76ca\u76f8\u5173\u8005\u90fd\u5e94\u5728\u540c\u4e00\u753b\u5e03\u4e0a\u5de5\u4f5c\uff0c\u5e76\u5c06\u8f6f\u4ef6\u5de5\u7a0b\u6700\u4f73\u5b9e\u8df5\u5e94\u7528\u4e8e data \u79d1\u5b66\u9879\u76ee--\u7248\u672c\u3001\u90e8\u7f72\u73af\u5883\u548c\u6d4b\u8bd5\u3002.<\/p>\n<p>\u5f52\u6839\u7ed3\u5e95\uff0cMLOps \u662f\u4ee5\u4e0e\u6240\u6709\u5176\u4ed6\u751f\u4ea7\u8981\u7d20\u76f8\u7edf\u4e00\u7684\u65b9\u5f0f\u6301\u7eed\u7ba1\u7406 ML \u9879\u76ee\u7684\u4e00\u95e8\u5b66\u79d1\u3002\u5b83\u786e\u4fdd\u4e86\u4ece\u7528\u4f8b\u65e9\u671f\u9636\u6bb5\uff08\u7b2c\u4e00\u4e2a\u6a21\u578b\uff09\u5230\u7528\u4f8b\u4ea7\u4e1a\u5316\u7684\u9ad8\u6548\u6280\u672f\u4ea4\u4ed8\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-17\"><p><strong>\u6210\u529f\u6846\u67b6<\/strong><\/p>\n<\/div><div class=\"fusion-text fusion-text-18\"><p>\u4eba\u5de5\u667a\u80fd\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u5bf9\u4e8e\u65e0\u6cd5\u6b63\u786e\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u7684\u7ec4\u7ec7\u6765\u8bf4\uff0c\u98ce\u9669\u4e5f\u5f88\u5927\u3002\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u6a21\u5f0f\u7684\u771f\u6b63\u597d\u5904\u5728\u4e8e\uff0c\u5b83\u5efa\u7acb\u4e86\u4e00\u4e2a\u5feb\u901f\u6210\u529f\u5b9e\u65bd\u7684\u6838\u5fc3\u6846\u67b6\u3002\u6d41\u7a0b\u3001\u56e2\u961f\u548c\u5de5\u5177\u5728\u672c\u8d28\u4e0a\u662f\u53ef\u8f6c\u79fb\u548c\u53ef\u91cd\u590d\u7684\uff0c\u8fd9\u610f\u5473\u7740\u516c\u53f8\u5728\u8ffd\u6c42\u5176\u4eba\u5de5\u667a\u80fd\u613f\u666f\u65f6\u53ef\u4ee5\u4fdd\u6301\u7075\u6d3b\u6027\u3002\u4e00\u65e6\u5efa\u7acb\u4e86\u6d41\u7a0b\u5e76\u5f97\u5230 MLOps \u7684\u652f\u6301\uff0c\u4f01\u4e1a\u5c31\u62e5\u6709\u4e86\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u5f3a\u56fd\u6240\u9700\u7684\u4e00\u5207\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-19\"><p>\u7531 IT Pro Portal \u9996\u6b21\u53d1\u5e03\u3002.<\/p>\n<\/div><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type button-primary-medium\" target=\"_self\" href=\"https:\/\/www.itproportal.com\/features\/the-ai-factory-from-concept-to-industrialization-fast-and-securely\/\" rel=\"noopener\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u67e5\u770b\u6587\u7ae0<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>2021 \u5e74 1 \u6708 29 \u65e5<br \/>\n\u5236\u5b9a\u8fde\u8d2f\u7684\u4eba\u5de5\u667a\u80fd\u6218\u7565\uff0c\u90e8\u7f72\u589e\u503c\u548c\u9ad8\u6548\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u8fd9\u5bf9\u8bb8\u591a\u4f01\u4e1a\u6765\u8bf4\u90fd\u662f\u4e00\u4e2a\u96be\u9898\u3002Artefact Data \u54a8\u8be2\u516c\u53f8\u5408\u4f19\u4eba\u4e9a\u5386\u5c71\u5927-\u8482\u6602-\u5fb7\u62c9\u8096\u59c6\uff08Alexandre Thion de la Chaume\uff09\u89e3\u91ca\u4e86\u5982\u4f55\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u6a21\u5f0f\u7b80\u5316\u8fd9\u4e9b\u6d41\u7a0b\u3002.<\/p>","protected":false},"featured_media":56921,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-56916","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/56916","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/56921"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=56916"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=56916"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=56916"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}