	{"id":5606,"date":"2019-06-03T16:21:28","date_gmt":"2019-06-03T15:21:28","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&#038;p=5606"},"modified":"2024-09-20T17:45:03","modified_gmt":"2024-09-20T16:45:03","slug":"the-benefits-of-an-in-house-ai-factory","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/the-benefits-of-an-in-house-ai-factory\/","title":{"rendered":"\u5185\u90e8\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u7684\u597d\u5904"},"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-padding-top:0px;--awb-padding-right:0px;--awb-padding-bottom:0px;--awb-padding-left:0px;--awb-margin-bottom:40px;--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 avada-news-bloc-image\" 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-image-element\" style=\"text-align:left;--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=\"1057\" height=\"591\" title=\"data-driven\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271057%27%20height%3D%27591%27%20viewBox%3D%270%200%201057%20591%27%3E%3Crect%20width%3D%271057%27%20height%3D%27591%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/wp-content\/uploads\/2019\/12\/startae-team-704141-unsplash-scaled-1.jpg\" alt class=\"lazyload img-responsive wp-image-30246\"\/><\/span><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-padding-top:10px;--awb-padding-right:10px;--awb-padding-bottom:10px;--awb-padding-left:10px;--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-text fusion-text-1\"><p>\u65b0\u95fb 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);\"><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-color:#ffffff;--awb-bg-color-hover:#ffffff;--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-3\" style=\"--awb-text-color:#000000;\"><p><b>\u9274\u4e8e\u5927\u591a\u6570\u4f01\u4e1a\u90fd\u6ca1\u6709\u5927\u91cf\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\uff0c\u5404\u7ec4\u7ec7\u5bf9 artificial intelligence \u7684\u7406\u89e3\u548c\u7ecf\u9a8c\u4e0d\u65ad\u589e\u52a0\uff0c\u8fd9\u4f3c\u4e4e\u662f\u81ea\u76f8\u77db\u76fe\u7684\u3002. <\/b><\/p>\n<p><b>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u7814\u7a76\u9020\u6210\u8fd9\u79cd\u4e24\u6781\u5206\u5316\u7684\u6839\u672c\u539f\u56e0\uff0c\u5e76\u63a2\u8ba8\u53d6\u5f97\u6210\u529f\u6240\u9700\u7684\u6761\u4ef6\u3002.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u6210\u529f\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u7ec4\u7ec7\u6b63\u5728\u770b\u5230\u65b0\u6a21\u5f0f\u7684\u51fa\u73b0\uff0c\u7279\u522b\u662f\u4ee5 \u201c\u4eba\u5de5\u667a\u80fd\u5de5\u5382 \u201d\u7684\u5f62\u5f0f\u51fa\u73b0\uff0c\u5373\u4eba\u624d\u3001\u65b9\u6cd5\u548c\u6280\u672f\u7684\u7ed3\u5408\uff0c\u4e3a\u6574\u4e2a\u516c\u53f8\u670d\u52a1\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u65b0\u751f\u6280\u672f\u7684\u521b\u65b0\u603b\u662f\u9075\u5faa Gartner \u54c1\u724c\u7684 \u201cHype 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400;\">:\u6280\u672f\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002\u5176\u5e02\u573a\u5e94\u7528\u53d8\u5f97\u660e\u6670\uff0c\u5e76\u5f00\u59cb\u5f97\u5230\u9ad8\u589e\u957f\u7684\u91c7\u7528\u3002.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u6b63\u5982\u8fd9\u4e2a\u5468\u671f\u6240\u663e\u793a\u7684\u90a3\u6837\uff0c\u6bcf\u4e2a\u5177\u4f53\u6210\u529f\u9636\u6bb5\u4e4b\u524d\u90fd\u6709\u4e00\u4e2a\u5e7b\u706d\u9636\u6bb5\u3002\u592a\u591a\u7684\u590d\u6742\u56e0\u7d20\u4f1a\u963b\u788d\u8fd9\u4e9b\u9879\u76ee\u7684\u6210\u529f\u3002\u5e94\u5bf9 <\/span><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd<\/span><span style=\"font-weight: 400;\"> \u636e\u57c3\u68ee\u54f2\u516c\u53f8\u79f0\uff0c\u5145\u5206\u5229\u7528 artificial intelligence \u6280\u672f\u7684\u4f01\u4e1a\uff0c\u5176\u76c8\u5229\u80fd\u529b\u53ef\u589e\u957f 30% \u4ee5\u4e0a\uff01\u6b64\u5916\uff0c\u589e\u5f3a\u5ba2\u6237\u4f53\u9a8c\u6216\u63d0\u9ad8\u7ade\u4e89\u4f18\u52bf\u8fd8\u53ef\u80fd\u5e26\u6765\u65b0\u7684\u6f5c\u5728\u6536\u5165\u6765\u6e90\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">\u4ec0\u4e48\u662f\u4eba\u5de5\u667a\u80fd\uff1f\u5b83\u80fd\u4e3a\u4f01\u4e1a\u5e26\u6765\u4ec0\u4e48\u4ef7\u503c\uff1f<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u4ecd\u5904\u4e8e\u8d77\u6b65\u9636\u6bb5\uff0c\u662f\u4e00\u95e8\u9ad8\u5ea6\u7406\u8bba\u5316\u7684\u79d1\u5b66\uff1b\u7136\u800c\uff0c\u4f01\u4e1a\u5fc5\u987b\u4ece\u8282\u7ea6\u6210\u672c\u7684\u89d2\u5ea6\u6765\u770b\u5f85\u5b83\uff0c\u800c\u4e0d\u662f\u4ece\u521b\u65b0\uff08\u201c\u6700\u65b0\u6d41\u884c\u8bed \u201d\u7efc\u5408\u75c7\uff09\u7684\u89d2\u5ea6\u6765\u770b\u5f85\u5b83\u3002\u4f01\u4e1a\u5982\u4f55\u624d\u80fd\u4ece\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u4e2d\u83b7\u5f97\u771f\u6b63\u7684\u4ef7\u503c\uff1f\u5b83\u4eec\u5982\u4f55\u624d\u80fd\u6210\u529f \u201c\u5347\u7ea7\u201d\uff1f\u6211\u4eec\u7684\u7b54\u6848\u9700\u8981\u65b0\u7684\u7ec4\u7ec7\u6846\u67b6\uff0c\u5373\u6211\u4eec\u6240\u8bf4\u7684 \u201c\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u201d\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5982\u4eca\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u7b97\u6cd5\u548c \u201c\u667a\u80fd\u4ea7\u54c1 \u201d\u6446\u4e0a\u4e86\u8d27\u67b6\u3002\u81f3\u5c11\u5728\u4f4e\u5c42\u6b21\u4e0a\u662f\u8fd9\u6837\u3002\u6b27\u6d32\u7684\u9996\u6279\u4e91\u5408\u4f5c\u4f19\u4f34\u4e9a\u9a6c\u900a\uff08AWS\uff09\u3001\u5fae\u8f6f\uff08Azure\uff09\u3001\u8c37\u6b4c\uff08GCP\uff09\u548c IBM \u90fd\u63d0\u4f9b\u4e86\u4e0d\u540c\u7a0b\u5ea6\u7684\u62bd\u8c61\u4ea7\u54c1\uff0c\u4f7f\u4f01\u4e1a\u80fd\u591f\u5728\u5185\u90e8 \u201c\u751f\u4ea7 \u201d\u4eba\u5de5\u667a\u80fd\uff08\u8c37\u6b4c\u6700\u8fd1\u63a8\u51fa\u4e86\u4e00\u9879\u540d\u4e3a Anthos \u7684\u65b0\u578b\u6258\u7ba1\u901a\u7528\u670d\u52a1\uff09\uff1b\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u7684\u5de5\u4f5c\u539f\u7406\u6709\u70b9\u50cf\u6211\u4eec\u5c0f\u65f6\u5019\u73a9\u8fc7\u7684\u5316\u5b66\u5de5\u5177\u5305\u3002\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u7684\u5de5\u4f5c\u539f\u7406\u6709\u70b9\u50cf\u6211\u4eec\u5c0f\u65f6\u5019\u73a9\u7684\u5316\u5b66\u5de5\u5177\u5305\u3002 <\/span><span style=\"font-weight: 400;\">\u673a\u5668\u5b66\u4e60<\/span> <span style=\"font-weight: 400;\">\u4f8b\u5982\u8c37\u6b4c\u7684 TPU\uff0c\u5b83\u662f\u4e00\u79cd\u7ba1\u7406\u670d\u52a1\uff0c\u53ef\u4f7f\u56e2\u961f\u96c6\u4e2d\u4e8e\u7279\u5b9a\u7684\u5e94\u7528\u7a0b\u5e8f\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6b64\u5916\uff0c\u8fd8\u6709\u8bb8\u591a\u00a0<\/span><span style=\"font-weight: 400;\">\u5f00\u653e\u6e90\u4ee3\u7801<\/span><span style=\"font-weight: 400;\">\u00a0\u8fd9\u4e9b\u6d4b\u8bd5\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u5e93\uff08scikit-learn\u3001TensorFlow\u3001Pytorch\uff09\u4ee5\u53ca\u4e13\u6709 API\uff08\u56fe\u50cf\u3001\u6587\u672c\u548c\u8bed\u97f3\u8bc6\u522b\uff09\u3002\u4f46\u5728\u53d6\u5f97\u521d\u6b65\u6210\u529f\u540e\u53ef\u80fd\u4f1a\u51fa\u73b0\u95ee\u9898\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u6d4b\u8bd5\u4e2d\u53ea\u6709\u4e00\u5c0f\u90e8\u5206\u6700\u7ec8\u8fdb\u5165\u4e86\u751f\u4ea7\u6a21\u5f0f\uff0c\u8fd9\u4e0d\u4ec5\u4ee4\u4eba\u6cae\u4e27\uff0c\u800c\u4e14\u663e\u7136\u4f1a\u4e27\u5931\u673a\u4f1a\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5927\u591a\u6570\u5927\u578b\u4f01\u4e1a\u90fd\u5728 Data \u79d1\u5b66\u9886\u57df\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u6295\u8d44\uff0c\u8fd9\u4e5f\u662f\u7406\u6240\u5f53\u7136\u7684\uff1a\u9ea6\u80af\u9521\u5728 2016 \u5e74\u5ba3\u5e03\uff0c\u5230 2021 \u5e74\uff0c\u4ec5\u7f8e\u56fd\u5c31\u9700\u8981 25 \u4e07\u540d Data \u79d1\u5b66\u5bb6\u3002\u4f46\u6211\u4eec\u73b0\u5728\u610f\u8bc6\u5230\uff0c\u8fd9\u4e9b\u9ad8\u5ea6\u96c6\u4e2d\u4e8e data \u6a21\u578b\u3001\u7edf\u8ba1\u548c\u7b97\u6cd5\u7684\u4eba\u624d\uff0c\u4e0d\u8db3\u4ee5\u7528\u4eba\u5de5\u667a\u80fd\u6539\u53d8\u4f01\u4e1a\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u5ffd\u7565\u4e86\u5b9d\u8d35\u7684 Data Engineer \u548c Data \u67b6\u6784\u5e08\uff0c\u4ed6\u4eec\u7684\u624d\u80fd\u662f\u786e\u4fdd\u672a\u6765\u51e0\u5e74\u53d6\u5f97\u6210\u529f\u7684\u5173\u952e\uff0c\u4f46\u4ed6\u4eec\u5c1a\u672a\u878d\u5165\u56e2\u961f\u9879\u76ee\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e00\u79cd\u65b0\u7684\u7ec4\u7ec7\u6a21\u5f0f\u9010\u6e10\u6d6e\u51fa\u6c34\u9762\uff1a\u4eba\u5de5\u667a\u80fd\u5de5\u5382\uff0c\u7b80\u79f0 AI \u5de5\u5382\u3001,<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">\u5b83\u9075\u5faa\u4e00\u5b9a\u6570\u91cf\u7684\u6307\u5bfc\u539f\u5219\uff0c\u8fd9\u4e9b\u539f\u5219\u867d\u7136\u7b80\u5355\uff0c\u4f46\u5bf9\u8fd9\u4e9b\u4e3e\u63aa\u7684\u6210\u529f\u81f3\u5173\u91cd\u8981\u3002.\u00a0<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u4ece\u96c6\u4e2d\u7ba1\u7406\u5f00\u59cb<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u4e00\u4e2a\u76ee\u6807\u975e\u5e38\u8fdc\u5927\u7684\u9879\u76ee......\u6211\u4eec\u7684\u60f3\u6cd5\u662f\u96c6\u4e2d\u5e76\u534f\u8c03\u6295\u8d44\u548c\u6307\u5bfc\u5de5\u4f5c\u3002\u53ea\u6709\u6781\u5c11\u6570\u516c\u53f8\u4ef7\u503c\u6700\u9ad8\u7684\u9879\u76ee\u624d\u4f1a\u7531\u6700\u5e0c\u671b\u5176\u6210\u529f\u7684\u53d1\u8d77\u4eba\u8fdb\u884c\u5ba1\u67e5\u3002\u5bf9\u8fd9\u4e9b\u7528\u4f8b\u7684\u9009\u62e9\u5fc5\u987b\u6781\u5176\u4e25\u683c\uff1a\u5177\u4f53\u6765\u8bf4\uff0c\u4efb\u4f55\u9879\u76ee\u5982\u679c\u4e0d\u7b26\u5408\u7b80\u5355\u7684 10 \u500d\u5b9a\u5f8b\uff08\u63d0\u4f9b 10:1 \u7684\u6295\u8d44\u56de\u62a5\uff09\uff0c\u90fd\u4e0d\u5e94\u4e88\u4ee5\u8003\u8651\u3002\u6bcf\u4e2a\u7528\u4f8b\u7684\u6210\u529f\u548c\u5f71\u54cd\u90fd\u5e94\u6839\u636e\u7b80\u5355\u6613\u61c2\u7684\u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09\u6765\u8861\u91cf\uff0c\u800c\u7cfb\u7edf\u6027\u5730\u6539\u8fdb\u8fd9\u4e00\u5173\u952e\u7ee9\u6548\u6307\u6807\u5e94\u662f <\/span><i><span style=\"font-weight: 400;\">\u57fa\u672c\u539f\u5219<\/span><\/i><span style=\"font-weight: 400;\"> \u7684\u56e2\u961f\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">\u7279\u8272\u56e2\u961f\u786e\u4fdd\u4e13\u95e8\u7684\u9879\u76ee\u7ec4\u7ec7<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u7531 Spotify \u63a8\u5e7f\u7684\u529f\u80fd\u56e2\u961f\u53ef\u5e94\u5bf9\u7f29\u77ed\u4e0a\u5e02\u65f6\u95f4\u3001\u6a2a\u5411\u6027\u548c\u9879\u76ee\u8fde\u7eed\u6027\u7b49\u6311\u6218\u3002\u5728\u4e1a\u52a1\u7ecf\u7406\u7684\u6307\u5bfc\u4e0b\uff0c\u529f\u80fd\u56e2\u961f\u7531\u4ea7\u54c1\u8d1f\u8d23\u4eba\u3001data \u79d1\u5b66\u5bb6\u3001data \u5de5\u7a0b\u5e08\u548c DevOps \u4e13\u5bb6\u7ec4\u6210\u3002\u5c06 DevOps \/ IT \u7eb3\u5165\u529f\u80fd\u56e2\u961f\u53ef\u786e\u4fdd\u5bf9\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u8fdb\u884c\u51fa\u8272\u7684\u76d1\u7763\u548c\u957f\u671f\u7ef4\u62a4\u3002\u5e73\u53f0\u56e2\u961f \u201c\u786e\u4fdd\u4e86\u529f\u80fd\u56e2\u961f\u90e8\u7f72\u7684\u6784\u5efa\u6a21\u5757\u5728\u6280\u672f\u4e0a\u7684\u4e00\u81f4\u6027\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u79cd\u7ec4\u7ec7\u6a21\u5f0f\u975e\u5e38\u9002\u5408\u5927\u89c4\u6a21\u8fd0\u4f5c\uff08\u5728 Spotify\uff0c\u6bcf\u4e2a \u201d\u90e8\u843d \u201c\u6700\u591a\u6709 10 \u4e2a\u529f\u80fd\u56e2\u961f\uff09\u3002<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">\u529f\u80fd\u56e2\u961f\u7684\u4f18\u52bf<\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\"><b>\u529f\u80fd\u56e2\u961f\u80fd\u591f\u66f4\u597d\u5730\u8bc4\u4f30\u8bbe\u8ba1\u51b3\u7b56\u7684\u5f71\u54cd<\/b><span style=\"font-weight: 400;\">. .\u5728\u51b2\u523a\u9636\u6bb5\u7ed3\u675f\u65f6\uff0c\u529f\u80fd\u56e2\u961f\u5c06\u5b8c\u6210\u7aef\u5230\u7aef\u529f\u80fd\u7684\u6784\u5efa\uff0c\u7a7f\u8d8a\u5e94\u7528\u7a0b\u5e8f\u6280\u672f\u6808\u7684\u6240\u6709\u5c42\u7ea7\u3002\u8fd9\u5c06\u6700\u5927\u9650\u5ea6\u5730\u5e2e\u52a9\u6210\u5458\u4e86\u89e3\u4ed6\u4eec\u6240\u505a\u7684\u4ea7\u54c1\u8bbe\u8ba1\u51b3\u7b56\uff08\u7528\u6237\u662f\u5426\u559c\u6b22\u6240\u5f00\u53d1\u7684\u529f\u80fd\uff1f\uff09\u548c\u6280\u672f\u8bbe\u8ba1\u51b3\u7b56\uff08\u8fd9\u79cd\u5b9e\u73b0\u65b9\u6cd5\u5bf9\u6211\u4eec\u7684\u6548\u679c\u5982\u4f55\uff1f\uff09<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u529f\u80fd\u56e2\u961f\u53ef\u51cf\u5c11\u79fb\u4ea4\u9020\u6210\u7684\u6d6a\u8d39\u3002.\u00a0<\/b><span style=\"font-weight: 400;\">\u628a\u5de5\u4f5c\u4ece\u4e00\u4e2a\u5c0f\u7ec4\u6216\u4e2a\u4eba\u4ea4\u7ed9\u53e6\u4e00\u4e2a\u5c0f\u7ec4\u6216\u4e2a\u4eba\u662f\u4e00\u79cd\u6d6a\u8d39\u3002\u5c31\u7ec4\u4ef6\u56e2\u961f\u800c\u8a00\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u5f00\u53d1\u7684\u529f\u80fd\u8fc7\u591a\u6216\u8fc7\u5c11\u3001\u5f00\u53d1\u7684\u529f\u80fd\u6709\u8bef\u3001\u67d0\u4e9b\u529f\u80fd\u4e0d\u518d\u9700\u8981\u7b49\u60c5\u51b5\u3002.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u5b83\u80fd\u786e\u4fdd\u6b63\u786e\u7684\u4eba\u5728\u8bf4\u8bdd\u3002.<\/b><span style=\"font-weight: 400;\">\u00a0\u7531\u4e8e\u529f\u80fd\u56e2\u961f\u5305\u542b\u4e86\u4ece\u60f3\u6cd5\u5230\u8fd0\u884c\u3001\u6d4b\u8bd5\u529f\u80fd\u6240\u9700\u7684\u6240\u6709\u6280\u80fd\uff0c\u56e0\u6b64\u5b83\u80fd\u786e\u4fdd\u62e5\u6709\u8fd9\u4e9b\u6280\u80fd\u7684\u4e2a\u4eba\u81f3\u5c11\u6bcf\u5929\u90fd\u80fd\u8fdb\u884c\u4ea4\u6d41\u3002.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b style=\"color: #0e284b; font-size: 1rem;\">\u5b83\u5c06\u91cd\u70b9\u59cb\u7ec8\u653e\u5728\u63d0\u4f9b\u529f\u80fd\u4e0a\u3002.<\/b><span style=\"font-weight: 400;\">\u00a0\u56e2\u961f\u5f88\u5bb9\u6613\u56de\u5230 Scrum \u4e4b\u524d\u7684\u4e60\u60ef\u4e2d\u53bb\u3002\u56f4\u7ed5\u529f\u80fd\u4ea4\u4ed8\uff0c\u800c\u4e0d\u662f\u56f4\u7ed5\u67b6\u6784\u5143\u7d20\u6216\u6280\u672f\u6765\u7ec4\u7ec7\u56e2\u961f\uff0c\u53ef\u4ee5\u4e0d\u65ad\u63d0\u9192\u5927\u5bb6\uff0cScrum \u7684\u91cd\u70b9\u662f\u5728\u6bcf\u4e2a\u51b2\u523a\u9636\u6bb5\u4ea4\u4ed8\u529f\u80fd\u3002.<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #ff006c;\">\u5177\u4f53\u65b9\u6cd5\uff1a\u7cbe\u76ca\u4eba\u5de5\u667a\u80fd<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u7cbe\u76ca\u4eba\u5de5\u667a\u80fd\u662f\u4e00\u79cd\u964d\u4f4e\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u6548\u7387\u548c\u9002\u7528\u6027\u4e0d\u786e\u5b9a\u6027\u7684\u65b9\u6cd5\u3002\u6a21\u578b\u4ece\u6765\u90fd\u4e0d\u662f\u5b8c\u7f8e\u65e0\u7f3a\u7684\uff0c\u5fc5\u987b\u5728\u5b9e\u9645\u60c5\u51b5\u4e2d\u8fdb\u884c\u6d4b\u8bd5\u3002\u8be5\u65b9\u6cd5\u5305\u62ec\u4e00\u4e2a\u6301\u7eed\u6539\u8fdb\u7684\u77ed\u5468\u671f\u5faa\u73af\uff0c\u5176\u4e2d\u5305\u62ec\u63d0\u51fa\u5047\u8bbe\u3001\u786e\u5b9a\u76f8\u5173\u7684 data\u3001\u6784\u5efa\u548c\u6d4b\u8bd5\u4e00\u4e2a\u6216\u591a\u4e2a\u6a21\u578b\uff0c\u7136\u540e\u5728\u6d4b\u8bd5\u5468\u8fb9\u8fdb\u884c\u90e8\u7f72\u5e76\u6536\u96c6\u7528\u6237\u53cd\u9988\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5982\u6b64\u5faa\u73af\u5f80\u590d\uff0c\u63d0\u51fa\u65b0\u7684\u5047\u8bbe\u3001\u65b0\u7684 data \u7b49\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5728\u5b9e\u9645\u60c5\u51b5\u4e0b\u8fdb\u884c\u6d4b\u8bd5\uff0c\u7136\u540e\u5bf9\u672a\u63a2\u7d22\u7684\u60c5\u51b5\u8fdb\u884c\u6539\u8fdb\uff0c\u76f4\u81f3\u8fbe\u5230\u7ec4\u7ec7\u8ba4\u4e3a\u53ef\u4ee5\u63a5\u53d7\u7684\u6ee1\u610f\u5ea6\uff0c\u4ece\u800c\u5f00\u59cb\u751f\u4ea7\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">......\u4ee5\u53ca\u7ecf\u8fc7\u8c03\u6574\u7684\u57fa\u7840\u8bbe\u65bd<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u5e94\u4ece\u9879\u76ee\u7684\u6700\u521d\u51e0\u5929\u5c31\u5f00\u59cb\u8bbe\u60f3\u90e8\u7f72\u5de5\u4f5c\uff0c\u4ee5\u907f\u514d\u5728\u4e0d\u540c\u7684\u6280\u672f\u73af\u5883\u4e2d\u4ece\u5934\u5f00\u59cb\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd8\u5fc5\u987b\u6700\u5927\u9650\u5ea6\u5730\u5229\u7528\u7ec4\u7ec7\u73b0\u6709\u7684 data \u6e56\u548c data \u4e95\uff0c\u907f\u514d\u5efa\u7acb\u65b0\u7684 data \u5b64\u5c9b\u3002\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u5e94\u91c7\u7528\u9762\u5411\u670d\u52a1\u7684\u67b6\u6784\u903b\u8f91\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5bb9\u5668\u5316\u548c\u534f\u8c03\u6280\u672f\uff08\u5982 Docker \u548c Kubernetes\uff09\u53ef\u7b80\u5316\u5fae\u670d\u52a1\u751f\u6001\u7cfb\u7edf\u7684\u7ba1\u7406\uff0c\u901a\u8fc7 API \u4fc3\u8fdb\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u4f7f\u7528\uff0c\u8fd9\u4e9b API \u53ef\u4f9b\u4f01\u4e1a\u7684\u6240\u6709\u90e8\u95e8\u4f7f\u7528\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">... \u5e76\u81f4\u529b\u4e8e\u5185\u90e8\u8f6c\u578b\u548c\u91c7\u7528<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u5c3d\u7ba1\u8bb8\u591a\u516c\u53f8\u5df2\u7ecf\u5171\u4eab\u4e00\u4e2a\u5171\u540c\u7684\u7a7a\u95f4\uff0c\u4f46\u7531\u4e8e\u7f3a\u4e4f\u5171\u540c\u7684\u8fd0\u8425\u6a21\u5f0f\uff0c\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u6210\u529f\u53d7\u5230\u4e86\u5f71\u54cd\u3002\u4f8b\u5982\uff0c\u96b6\u5c5e\u4e8e\u5546\u4e1a\u7f51\u7ad9\u7684 \u201c\u804a\u5929\u673a\u5668\u4eba \u201d\u5e94\u8be5\u662f\u9500\u552e\u8def\u5f84\u7684\u81ea\u7136\u7ec4\u6210\u90e8\u5206\uff0c\u800c\u4e0d\u662f\u88ab\u89c6\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684\u6536\u8d2d\u5b64\u5c9b\uff0c\u4f46\u4e8b\u5b9e\u5f80\u5f80\u5e76\u975e\u5982\u6b64\u3002\u5f53\u6574\u4e2a\u4f01\u4e1a\u7684\u4e0d\u540c\u90e8\u95e8\u91c7\u7528\u76f8\u540c\u7684\u6280\u672f\u65f6\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u66f4\u6709\u53ef\u80fd\u53d6\u5f97\u6210\u529f\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff006c;\">\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u6210\u529f\u6b65\u9aa4<\/span><\/h3>\n<p><b>#1 \u786e\u5b9a\u4eba\u5de5\u667a\u80fd\u76ee\u6807 \u00a0<\/b><\/p>\n<p><b>2 \u7528 Data \u652f\u6301<\/b><\/p>\n<p><b>#3 \u8ba9\u5185\u90e8\u7684\u4e3b\u9898\u4e13\u5bb6\uff08SME\uff09\u53c2\u4e0e\u8fdb\u6765\u3002.<\/b><\/p>\n<p><b>#4 \u8861\u91cf\u7ed3\u679c\uff0c\u800c\u4e0d\u662f\u4ea7\u51fa<\/b><\/p>\n<p><b>#5 \u5feb\u901f\u8fed\u4ee3\uff01<\/b><\/p>\n<h3><span style=\"color: #ff006c;\">\u6700\u540e\uff1a\u65e5\u76ca\u91cd\u8981\u7684\u4f26\u7406\u6311\u6218<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u6700\u8fd1\uff0c\u6211\u4eec\u770b\u5230\u4e86 Alexa \u7684\u4f8b\u5b50\uff0c\u4ee5\u53ca\u5979\u7684\u503e\u542c\u5e26\u6765\u7684\u4ee4\u4eba\u4e0d\u5feb\u7684\u60ca\u559c\uff08\u4e3a\u4e86\u6539\u8fdb\u76d1\u7763\u5b66\u4e60\uff0c\u8fd9\u662f\u5fc5\u8981\u7684\uff0c\u4e5f\u662f\u6709\u8ba1\u5212\u7684\uff09\u3002\u6cd5\u89c4\u6c38\u8fdc\u843d\u540e\u4e8e\u6280\u672f\u3002\u91c7\u7528 artificial intelligence \u6280\u672f\u7684\u4f01\u4e1a\u5fc5\u987b\u4e86\u89e3\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u6240\u9762\u4e34\u7684\u9053\u5fb7\u6311\u6218\u3002\u6b27\u76df\u59d4\u5458\u4f1a\u6388\u6743\u7684\u72ec\u7acb\u4e13\u5bb6\u59d4\u5458\u4f1a\u53d1\u5e03\u4e86\u4e03\u9879\u6307\u5bfc\u6027\u4f26\u7406\u539f\u5219\uff1a\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u4e8e\u4eba\u7c7b\u3001\u503c\u5f97\u4fe1\u8d56\u3001\u5c0a\u91cd\u79c1\u4ebadata\u3001\u900f\u660e\u3001\u975e\u6b67\u89c6\u3001\u81f4\u529b\u4e8e\u6539\u5584\u5171\u540c\u5229\u76ca\uff0c\u6700\u540e\u662f\u660e\u786e\u4eba\u7c7b\u8d23\u4efb\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8d8a\u6765\u8d8a\u591a\u7684\u7ec4\u7ec7\u51b3\u5b9a\u5e94\u7528\u8fd9\u4e9b\u539f\u5219\u6765\u6316\u6398\u4eba\u5de5\u667a\u80fd\u7684\u4ef7\u503c\uff1a\u5bb6\u4e50\u798f\u6700\u8fd1\u5ba3\u5e03\u4e0e\u8c37\u6b4c\u5408\u4f5c\u63a8\u51fa\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff0c\u6c83\u5c14\u739b\u5ba3\u5e03\u4e0e\u5fae\u8f6f\u5728\u5965\u65af\u6c40\u5408\u4f5c\u63a8\u51fa \u201c\u4e91\u5de5\u5382\u201d\u3002\u6beb\u65e0\u7591\u95ee\uff0c\u8fd9\u4e9b\u4ee5\u4ef7\u503c\u4e3a\u4e2d\u5fc3\u3001\u52a1\u5b9e\u521b\u65b0\u7684\u65b0\u7ec4\u7ec7\u65b9\u6cd5\u5c06\u5728\u672a\u6765\u51e0\u5e74\u5f97\u5230\u66f4\u9891\u7e41\u3001\u66f4\u6210\u529f\u7684\u5e94\u7528\u3002.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>\u9274\u4e8e\u5927\u591a\u6570\u4f01\u4e1a\u90fd\u6ca1\u6709\u5927\u91cf\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\uff0c\u5404\u7ec4\u7ec7\u5bf9 artificial intelligence \u7684\u7406\u89e3\u548c\u7ecf\u9a8c\u4e0d\u65ad\u589e\u52a0\uff0c\u8fd9\u4f3c\u4e4e\u662f\u81ea\u76f8\u77db\u76fe\u7684\u3002.<\/p>","protected":false},"featured_media":5607,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2995],"blog-language":[2991],"class_list":["post-5606","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\/5606","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\/5607"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=5606"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=5606"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=5606"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}