	{"id":61844,"date":"2021-07-28T14:54:47","date_gmt":"2021-07-28T13:54:47","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&#038;p=61844"},"modified":"2024-09-20T17:45:46","modified_gmt":"2024-09-20T16:45:46","slug":"ai-requires-a-holistic-framework-and-scalable-projects","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/ai-requires-a-holistic-framework-and-scalable-projects\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u9700\u8981\u6574\u4f53\u6846\u67b6\u548c\u53ef\u6269\u5c55\u7684\u9879\u76ee"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling article-author\" 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-background-color:#ffffff;--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_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:50%;--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-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;\">\u4f5c\u8005<\/h2><\/div><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27150%27%20height%3D%270%27%20viewBox%3D%270%200%20150%200%27%3E%3Crect%20width%3D%27150%27%20height%3D%270%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/06\/Ghadi-Hobeika.jpeg\" alt=\"Image\" class=\"lazyload artefact-elegant-image align-left article-author-image\" style=\"width: 150px; border-radius: 54% 46% 77% 23% \/ 74% 40% 60% 26%; overflow: hidden;\" width=\"150\" height=\"auto\" \/><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three article-author-name-title\" style=\"--awb-margin-bottom-small:8px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:1.2;\">\u52a0\u8fea-\u970d\u8d1d\u5361<\/h3><\/div><div class=\"fusion-text fusion-text-1 article-author-description\"><p>Managing Partner\u3001Artefact \u7f8e\u56fd<\/p>\n<\/div><\/div><\/div><\/div><\/div><div 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-margin-top:40px;--awb-margin-bottom:40px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center 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 fusion-flex-align-self-center fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-inner-bg-size:cover;--awb-border-color:rgba(10,17,40,0.1);--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-style:solid;--awb-border-radius:4px 4px 4px 4px;--awb-inner-bg-border-radius:4px 4px 4px 4px;--awb-inner-bg-overflow:hidden;--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;\"><span class=\"fusion-column-inner-bg hover-type-none\"><a class=\"fusion-column-anchor\" href=\"https:\/\/www.informationweek.com\/big-data\/ai-machine-learning\/ai-requires-a-holistic-framework-and-scalable-projects\/a\/d-id\/1341563\" rel=\"noopener noreferrer\" target=\"_blank\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/a><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row fusion-flex-align-items-center\"><div class=\"fusion-text fusion-text-2\"><p><u>\u9605\u8bfb\u6211\u4eec\u7684\u6587\u7ae0<\/u><\/p>\n<\/div><div class=\"fusion-image-element\" style=\"--awb-margin-right:20px;--awb-margin-left:20px;--awb-max-width:150px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1280\" height=\"156\" title=\"\u6807\u8bc6\u4fe1\u606f\u5468\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week.png\" alt class=\"lazyload img-responsive wp-image-61850\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271280%27%20height%3D%27156%27%20viewBox%3D%270%200%201280%20156%27%3E%3Crect%20width%3D%271280%27%20height%3D%27156%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-200x24.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-400x49.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-600x73.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-800x98.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-1200x146.png 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week.png 1280w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 1280px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-3\"><p>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><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-4 description\"><p>\u4eba\u5de5\u667a\u80fd\u548c\u6570\u5b57\u5316\u8f6c\u578b\u9879\u76ee\u7684\u6210\u529f\u7387\u5f88\u4f4e\uff0c\u4f46\u6700\u4f73\u5b9e\u8df5\u4f1a\u6709\u6240\u5e2e\u52a9\u3002.<br \/>\n\u4eba\u5de5\u667a\u80fd\u6709\u53ef\u80fd\u63a8\u52a8\u51e0\u4e4e\u6240\u6709\u884c\u4e1a\u7684\u53d8\u9769\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u4f01\u4e1a\u6709\u5f88\u5927\u7684\u52a8\u529b\u73b0\u5728\u5c31\u5f00\u59cb\u4ed6\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u4e4b\u65c5\uff1b\u4e5f\u6709\u98ce\u9669\uff0c\u5982\u679c\u4ed6\u4eec\u4e0d\u8fd9\u6837\u505a\uff0c\u5728\u4e00\u95e8\u5b66\u79d1\u4e2d\u8ffd\u8d76\u5c06\u662f\u56f0\u96be\u7684\uff0c\u751a\u81f3\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u5f15\u8d77\u5982\u6b64\u5927\u7684\u5173\u6ce8\u548c\u5174\u594b\u4e5f\u5c31\u4e0d\u8db3\u4e3a\u5947\u4e86\u3002.<br \/>\n\u7136\u800c\uff0c\u5f88\u591a\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u90fd\u5931\u8d25\u4e86\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 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-3 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-5\"><p>\u4ece\u6211\u8bb0\u4e8b\u8d77\uff0cartificial intelligence \u5c31\u4e00\u76f4\u662f\u5723\u676f\u3002\u7535\u5f71\u5bf9\u5b83\u7684\u63cf\u8ff0\uff0c\u4ece\u00a0<em>\u5200\u950b\u6218\u58eb\u00a0<\/em>\u5230\u6700\u8fd1\u7684\u00a0<em>\u5979.\u00a0<\/em>\u4e0e\u6b64\u540c\u65f6\uff0c\u5546\u4e1a\u9886\u8896\u4eec\u627f\u8bfa\u4eba\u5de5\u667a\u80fd\u5c06\u5f7b\u5e95\u6539\u53d8\u5de5\u4f5c\u573a\u6240\u3002\u5728\u8fd9\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u90fd\u770b\u5230\u4e86\u4eba\u5de5\u667a\u80fd\u6539\u53d8\u65e5\u5e38\u5de5\u4f5c\u7684\u573a\u666f\u3002.<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u81ea 1956 \u5e74\u4ee5\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u4e00\u76f4\u88ab\u5f53\u4f5c\u4e00\u95e8\u79d1\u5b66\u5b66\u79d1\u6765\u8ba8\u8bba\u3002\u867d\u7136\u57fa\u4e8e\u6570\u5b66\u7684\u57fa\u7840\u77e5\u8bc6\u5df2\u7ecf\u5b58\u5728\u4e86 70 \u591a\u5e74\uff0c\u4f46\u6240\u9700\u7684\u8ba1\u7b97\u80fd\u529b\u76f4\u5230\u6700\u8fd1\u624d\u6210\u4e3a\u73b0\u5b9e\uff0ccloud \u5c31\u662f\u4eba\u5de5\u667a\u80fd\u7684\u7ec8\u6781\u50ac\u5316\u5242\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-6\"><p>\u8be5\u884c\u4e1a\u5df2\u53d6\u5f97\u91cd\u5927\u8fdb\u5c55\uff0c\u4e0d\u518d\u5904\u4e8e\u8d77\u6b65\u9636\u6bb5\u3002\u6839\u636e\u9ea6\u80af\u9521\u7684\u00a0<a href=\"https:\/\/www.mckinsey.com\/business-functions\/mckinsey-analytics\/our-insights\/global-survey-the-state-of-ai-in-2020\" target=\"_blank\" rel=\"noopener\">2020 \u5e74\u7684\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u72b6\u51b5<\/a>\u00a0\u8c03\u67e5\u663e\u793a\uff0c50% \u7684\u53d7\u8bbf\u8005\u8868\u793a\uff0c\u4ed6\u4eec\u7684\u516c\u53f8\u81f3\u5c11\u5728\u4e00\u9879\u4e1a\u52a1\u804c\u80fd\u4e2d\u91c7\u7528\u4e86\u4eba\u5de5\u667a\u80fd\u3002.<\/p>\n<p>\u4eba\u5de5\u667a\u80fd\u6709\u53ef\u80fd\u63a8\u52a8\u51e0\u4e4e\u6240\u6709\u884c\u4e1a\u7684\u53d8\u9769\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u4f01\u4e1a\u6709\u5f88\u5927\u7684\u52a8\u529b\u73b0\u5728\u5c31\u5f00\u59cb\u4ed6\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u4e4b\u65c5\uff1b\u4e5f\u6709\u98ce\u9669\uff0c\u5982\u679c\u4ed6\u4eec\u4e0d\u8fd9\u6837\u505a\uff0c\u5728\u4e00\u95e8\u5b66\u79d1\u4e2d\u8ffd\u8d76\u5c06\u662f\u56f0\u96be\u7684\uff0c\u751a\u81f3\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u5f15\u8d77\u5982\u6b64\u5927\u7684\u5173\u6ce8\u548c\u5174\u594b\u4e5f\u5c31\u4e0d\u8db3\u4e3a\u5947\u4e86\u3002.<br \/>\n\u7136\u800c\uff0c\u5f88\u591a\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u90fd\u5931\u8d25\u4e86\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 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;\">POC \u7684\u8bbe\u8ba1\u5e94\u7740\u773c\u4e8e\u957f\u671f\u6210\u529f<\/h2><\/div><div class=\"fusion-text fusion-text-7\"><p>\u8bb8\u591a\u6982\u5ff5\u9a8c\u8bc1\uff08POC\uff09\u5e76\u4e0d\u662f\u4e3a\u4e86\u6269\u5c55\u800c\u8bbe\u8ba1\u7684\u3002\u5b83\u4eec\u6240\u505a\u7684\u4e0d\u8fc7\u662f\u8bc1\u660e\u67d0\u4e9b\u4e8b\u60c5\u662f\u53ef\u4ee5\u5b9e\u73b0\u7684\u3002\u7136\u540e\uff0c\u7531\u4e8e\u6ca1\u6709\u4e8b\u5148\u786e\u5b9a\u76f8\u5173\u6982\u5ff5\u662f\u5426\u4e0e\u6574\u4e2a\u7ec4\u7ec7\u76f8\u5173\u5e76\u4e3a\u6574\u4e2a\u7ec4\u7ec7\u6240\u9700\u8981\uff0c\u6216\u8005\u5728\u6574\u4e2a\u4f01\u4e1a\u8303\u56f4\u5185\u63a8\u5e7f\u5728\u6280\u672f\u4e0a\u662f\u5426\u53ef\u884c\uff0c\u5b83\u4eec\u5c31\u88ab\u6401\u7f6e\u8d77\u6765\uff0c\u4efb\u5176\u53d1\u5c55\u3002.<\/p>\n<p>\u6b64\u5916\uff0c\u8fd9\u79cd\u6027\u8d28\u7684\u9879\u76ee\u7684\u6210\u672c\u7ed3\u6784\uff1a\u9879\u76ee\u8fdb\u884c\u5230\u8fd9\u4e00\u6b65\uff0c\u5f88\u53ef\u80fd\u5df2\u7ecf\u8017\u8d39\u4e86 70% \u7684\u603b\u9884\u7b97\uff0c\u800c\u7ed3\u679c\u5374\u59cb\u7ec8\u4e0d\u89c1\u5929\u65e5\u3002\u65e0\u8bba\u4ece\u54ea\u4e2a\u89d2\u5ea6\u770b\uff0c\u8fd9\u90fd\u662f\u4e00\u6869\u7cdf\u7cd5\u7684\u751f\u610f\u3002\u90a3\u4e48\uff0c\u8fd8\u6709\u4ec0\u4e48\u9009\u62e9\u5462\uff1f<\/p>\n<\/div><div class=\"fusion-text fusion-text-8\"><p>\u7b80\u800c\u8a00\u4e4b\uff0c\u89c4\u6a21\u5fc5\u987b\u662f POC \u4e0d\u53ef\u5206\u5272\u7684\u4e00\u90e8\u5206\uff0c\u5e76\u53cd\u6620\u5728\u786e\u5b9a POC \u662f\u5426\u6210\u529f\u7684\u6307\u6807\u4e2d\u3002.<\/p>\n<p>\u8981\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u6709\u4e00\u4e9b\u76f4\u63a5\u7684\u7b56\u7565\u3002\u4e00\u4e2a\u5f88\u597d\u7684\u529e\u6cd5\u662f\u5728\u4e24\u4e2a\u5730\u533a\u5f00\u5c55 POC \u9879\u76ee\uff0c\u5e76\u8981\u6c42\u4e24\u4e2a\u9879\u76ee\u6d41\u90fd\u8fbe\u5230\u9884\u5148\u786e\u5b9a\u7684\u76ee\u6807\uff0c\u7136\u540e\u624d\u80fd\u7b7e\u5b57\u786e\u8ba4\u9879\u76ee\u6210\u529f\u3002\u786e\u5b9a\u9879\u76ee\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u548c\u5dee\u5f02\u6027\u4e5f\u5f88\u91cd\u8981\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u4f5c\u4e3a\u521d\u59cb\u9879\u76ee\u7684\u4e00\u90e8\u5206\u6765\u5f00\u53d1\u6d41\u7a0b\u548c\u7ed3\u6784\uff0c\u5982\u679c\u9879\u76ee\u7ee7\u7eed\u63a8\u8fdb\uff0c\u5b83\u8fd8\u53ef\u4ee5\u652f\u6301\u5728\u66f4\u5e7f\u6cdb\u7684\u73af\u5883\u4e2d\u91c7\u7528\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 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;\">\u6280\u80fd\u7ec4\u5408\u62c6\u9664\u5b64\u5c9b<\/h2><\/div><div class=\"fusion-text fusion-text-9\"><p>\u6839\u690d\u4e8e\u4f20\u7edf\u4e1a\u52a1\u7ed3\u6784\u7684\u7ec4\u7ec7\u5b64\u5c9b\u4ecd\u7136\u666e\u904d\u5b58\u5728\u3002\u5b83\u4eec\u4e00\u76f4\u662f\u963b\u788d\u4e1a\u52a1\u987a\u5229\u8fd0\u884c\u7684\u7eca\u811a\u77f3\uff0c\u4e5f\u53ef\u80fd\u6210\u4e3a\u53ef\u6269\u5c55\u4eba\u5de5\u667a\u80fd\u5b9e\u65bd\u7684\u81f4\u547d\u4f24\u3002\u8981\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u5c31\u5fc5\u987b\u5728\u9879\u76ee\u7684\u6bcf\u4e2a\u73af\u8282\u4e2d\u57f9\u517b\u6b63\u786e\u7684\u6280\u80fd\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-10\"><p>\u6211\u4eec\u9700\u8981\u7531 data \u79d1\u5b66\u5bb6\u3001\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u5e08\u548c\u673a\u5668\u5b66\u4e60 (ML) \u5de5\u7a0b\u5e08\u5206\u522b\u63d0\u4f9b\u6570\u5b66\u4e13\u4e1a\u77e5\u8bc6\u3001IT \u6280\u80fd\u548c\u7f16\u7801\u4e13\u5bb6\u3002\u7531\u4ea7\u54c1\u7ecf\u7406\u548c\u6240\u6709\u8005\u63d0\u4f9b\u7684\u4e1a\u52a1\u89c6\u89d2\u4e5f\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u8fd9\u4e2a\u591a\u5b66\u79d1\u56e2\u961f\u5e94\u91c7\u7528\u5f00\u653e\u3001\u534f\u4f5c\u7684\u5de5\u4f5c\u65b9\u5f0f\uff0c\u5728\u9879\u76ee\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u4e2d\u4fdd\u6301\u826f\u597d\u7684\u6c9f\u901a\u6e20\u9053\u548c\u6df1\u539a\u7684\u4fe1\u4efb\uff0c\u8fd9\u6837\u4ed6\u4eec\u624d\u80fd\u5171\u540c\u5960\u5b9a\u57fa\u7840\u3001\u5f00\u5c55\u5b9e\u65bd\u5de5\u4f5c\uff0c\u5e76\u5728 POC \u5b8c\u6210\u540e\u5bf9\u65e5\u5e38\u8fd0\u884c\u5e94\u7528\u7a0b\u5e8f\u7684\u4eba\u5458\u8fdb\u884c\u57f9\u8bad\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 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;\">\u6280\u672f\u4e5f\u5f88\u91cd\u8981<\/h2><\/div><div class=\"fusion-text fusion-text-11\"><p>\u4e91\u8ba1\u7b97\u4f7f\u8bb8\u591a\u4f01\u4e1a\u7684\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u6210\u4e3a\u73b0\u5b9e\u3002\u5b83\u6452\u5f03\u4e86\u5927\u578b\u3001\u6602\u8d35\u7684 IT \u5b9e\u65bd\u9700\u6c42\uff0c\u53d6\u800c\u4ee3\u4e4b\u7684\u662f\u53ef\u6309\u9700\u5b9a\u5236\u548c\u4f7f\u7528\u7684\u654f\u6377\u5de5\u5177\u548c\u6280\u672f\u3002.<\/p>\n<p>\u4e0e\u6df7\u5408\u56e2\u961f\u65b9\u6cd5\u4e00\u6837\uff0c\u6280\u672f\u5de5\u5177\u7bb1\u5e94\u5305\u62ec\u76f8\u5173\u9879\u76ee\u7684\u4e13\u7528\u5e94\u7528\u7a0b\u5e8f\u548c\u8f6f\u4ef6\u3002\u4e0d\u8a00\u800c\u55bb\uff0c\u5de5\u5177\u7bb1\u5e94\u5177\u6709\u53ef\u6269\u5c55\u6027\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 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\u98ce\u9669\u6096\u8bba<\/h2><\/div><div class=\"fusion-text fusion-text-12\"><p>\u4eba\u5de5\u667a\u80fd\u7ed9\u4f01\u4e1a\u5e26\u6765\u4e86\u4e24\u96be\u9009\u62e9\uff1a\u5982\u679c\u5b9e\u65bd\u4e0d\u5f53\uff0c\u5f88\u53ef\u80fd\u4f1a\u5931\u8d25\uff0c\u9020\u6210\u4e1a\u52a1\u98ce\u9669\u3002\u7136\u800c\uff0c\u5982\u679c\u5b8c\u5168\u4e0d\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\uff0c\u5219\u6709\u53ef\u80fd\u5728\u63a2\u7d22\u4e0b\u4e00\u4ee3\u6280\u672f\u7684\u8fc7\u7a0b\u4e2d\u843d\u540e\u4e8e\u66f4\u591a\u9762\u5411\u672a\u6765\u7684\u7ade\u4e89\u5bf9\u624b\u3002.<\/p>\n<p>\u5173\u952e\u662f\u8981\u6839\u636e\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u5728\u6574\u4e2a\u4f01\u4e1a\u53ca\u5176\u8fd0\u8425\u7684\u957f\u671f\u65b9\u5411\u548c\u6210\u529f\u4e2d\u6240\u8d77\u7684\u4f5c\u7528\u6765\u770b\u5f85\u5b83\u3002\u8fd9\u79cd\u65b9\u6cd5\u5c06\u4e3a\u6280\u672f\u548c\u4eba\u5458\u6846\u67b6\u63d0\u4f9b\u4fe1\u606f\uff0c\u800c\u6280\u672f\u548c\u4eba\u5458\u6846\u67b6\u5bf9\u4e8e\u6210\u529f\u5b9e\u65bd\u548c\u5b9e\u73b0\u5168\u9762\u7684\u4eba\u5de5\u667a\u80fd\u613f\u666f\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 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-margin-top:40px;--awb-margin-bottom:40px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center 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-4 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-center fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-inner-bg-size:cover;--awb-border-color:rgba(10,17,40,0.1);--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-style:solid;--awb-border-radius:4px 4px 4px 4px;--awb-inner-bg-border-radius:4px 4px 4px 4px;--awb-inner-bg-overflow:hidden;--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;\"><span class=\"fusion-column-inner-bg hover-type-none\"><a class=\"fusion-column-anchor\" href=\"https:\/\/www.informationweek.com\/big-data\/ai-machine-learning\/ai-requires-a-holistic-framework-and-scalable-projects\/a\/d-id\/1341563\" rel=\"noopener noreferrer\" target=\"_blank\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/a><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row fusion-flex-align-items-center\"><div class=\"fusion-text fusion-text-13\"><p><u>\u9605\u8bfb\u4ed6\u7684\u6587\u7ae0<\/u><\/p>\n<\/div><div class=\"fusion-image-element\" style=\"--awb-margin-right:20px;--awb-margin-left:20px;--awb-max-width:150px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" width=\"1280\" height=\"156\" title=\"\u6807\u8bc6\u4fe1\u606f\u5468\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week.png\" alt class=\"lazyload img-responsive wp-image-61850\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271280%27%20height%3D%27156%27%20viewBox%3D%270%200%201280%20156%27%3E%3Crect%20width%3D%271280%27%20height%3D%27156%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-200x24.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-400x49.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-600x73.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-800x98.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week-1200x146.png 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/07\/logo-information-week.png 1280w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 1280px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-14\"><p>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>2021\u5e747\u670828\u65e5<br \/>\n\u4eba\u5de5\u667a\u80fd\u548c\u6570\u5b57\u5316\u8f6c\u578b\u9879\u76ee\u7684\u6210\u529f\u7387\u5f88\u4f4e\uff0c\u4f46\u6700\u4f73\u5b9e\u8df5\u4f1a\u6709\u6240\u5e2e\u52a9\u3002.<\/p>","protected":false},"featured_media":61853,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2995],"blog-language":[2991],"class_list":["post-61844","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-ai-technology","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/61844","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\/61853"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=61844"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=61844"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=61844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}