{"id":86425,"date":"2023-12-06T17:31:53","date_gmt":"2023-12-06T17:31:53","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=86425"},"modified":"2024-09-20T17:46:00","modified_gmt":"2024-09-20T16:46:00","slug":"snowflakes-snowday-23-snowballing-into-data-science-success","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/snowflakes-snowday-23-snowballing-into-data-science-success\/","title":{"rendered":"\u96ea\u82b1\u7684 23 \u5c81\u96ea\u5929\uff1a\u6eda\u96ea\u7403\u5f0f\u7684 Data \u79d1\u5b66\u6210\u529f"},"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\/2023\/12\/charbel-naba.jpg\" 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-text-color:var(--awb-color7);--awb-margin-bottom-small:8px;--awb-font-size:18px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;Josefin Sans&quot;;font-style:normal;font-weight:600;margin:0;font-size:1em;--fontSize:18;line-height:1.5;\">Charbel Naba<\/h3><\/div><div class=\"fusion-text fusion-text-1 article-author-description\" style=\"--awb-font-size:14px;--awb-line-height:1.6;--awb-letter-spacing:2px;--awb-text-transform:uppercase;--awb-text-color:var(--awb-color7);--awb-text-font-family:&quot;Roboto&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>\u8f6f\u4ef6\u5de5\u7a0b\u5e08 Artefact \u6cd5\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=\"--link_color: var(--awb-color6);--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:var(--awb-color1);--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-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 description\" style=\"--awb-text-color:var(--awb-color5);--awb-text-font-family:&quot;PT Serif&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>\u5f53\u6211\u4eec\u56de\u5473 11 \u6708 1 \u65e5\u548c 2 \u65e5 \u2018\u96ea\u5929 \u2019\u6d3b\u52a8\u4e2d\u5206\u4eab\u7684\u89c1\u89e3\u65f6\uff0c\u6709\u5173\u96ea\u82b1\u672a\u6765\u7684\u4e00\u7cfb\u5217\u4ee4\u4eba\u5174\u594b\u7684\u542f\u793a\u6b63\u5728\u7b49\u5f85\u7740\u6211\u4eec\u3002.<\/p>\n<p>\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5728\u6b64\u6b21\u6d3b\u52a8\u4e2d\u4eae\u76f8\u7684\u503c\u5f97\u5173\u6ce8\u7684 data \u79d1\u5b66\u529f\u80fd\uff0c\u63ed\u793a\u5360\u636e\u821e\u53f0\u4e2d\u5fc3\u7684\u521b\u65b0\u548c\u8fdb\u6b65\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--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:var(--awb-color1);--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-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-3\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8bf7\u52a0\u5165\u6211\u4eec\u7684\u65c5\u7a0b\uff0c\u6211\u4eec\u5c06\u4e3a\u60a8\u63ed\u5f00 \"\u96ea\u5929 \"\u7684\u795e\u79d8\u9762\u7eb1\uff0c\u7279\u522b\u662f data \u7684\u6700\u65b0\u79d1\u5b66\u529f\u80fd\uff0c\u4f8b\u5982<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u96ea\u82b1\u76ae\u8d28\u4eae\u70b9<\/h2><\/div><div class=\"fusion-image-element\" style=\"text-align:center;--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=\"1033\" height=\"469\" title=\"\u96ea\u82b1\u5a92\u4f53\u6587\u7ae0\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article.png\" alt class=\"lazyload img-responsive wp-image-86427\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271033%27%20height%3D%27469%27%20viewBox%3D%270%200%201033%20469%27%3E%3Crect%20width%3D%271033%27%20height%3D%27469%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article-200x91.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article-400x182.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article-600x272.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article-800x363.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/image-snowflake-medium-article.png 1033w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 1033px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u96ea\u82b1\u4e2d\u7684 GenAI \u548c LLM \u529f\u80fd\u6982\u89c8<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u8bed\u8a00\u6a21\u578b (LLM) \u529f\u80fd\uff08\u90e8\u5206\u6a21\u578b\u5df2\u516c\u5f00\uff0c\u800c\u5176\u4ed6\u6a21\u578b\u4ecd\u5904\u4e8e\u975e\u516c\u5f00\u9884\u89c8\u9636\u6bb5\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>LLM \u662f\u4e00\u79cd\u65b0\u578b\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u53ef\u4ee5\u751f\u6210\u6587\u672c\u3001\u7ffb\u8bd1\u8bed\u8a00\u3001\u64b0\u5199\u4e0d\u540c\u7c7b\u578b\u7684\u521b\u610f\u5185\u5bb9\uff0c\u5e76\u4ee5\u4fe1\u606f\u4e30\u5bcc\u7684\u65b9\u5f0f\u56de\u7b54\u60a8\u7684\u95ee\u9898\u3002Snowflake \u7684\u5168\u65b0 LLM \u529f\u80fd\u4f7f\u5176\u6210\u4e3a\u9996\u6279\u5411\u7528\u6237\u63d0\u4f9b\u8fd9\u4e00\u5f3a\u5927\u65b0\u6280\u672f\u7684 cloud data platforms \u516c\u53f8\u4e4b\u4e00\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8fd9\u4f7f Snowflake \u4e0e\u5176\u4ed6 cloud data platforms \u4e0d\u540c\uff0c\u56e0\u4e3a\u5b83\u4f7f Snowflake \u7528\u6237\u5728\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u65b9\u9762\u5177\u6709\u663e\u8457\u4f18\u52bf\u3002\u6709\u4e86 Snowflake Cortex\uff0c\u7528\u6237\u73b0\u5728\u53ef\u4ee5\u8f7b\u677e\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\uff0c\u6267\u884c\u5404\u79cd\u4efb\u52a1\uff0c\u5982\u751f\u6210 reports\u3001\u8bc6\u522b\u6b3a\u8bc8\u548c\u9884\u6d4b\u5ba2\u6237\u884c\u4e3a\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u4ee5\u4e0b\u662f Snowflake LLM \u529f\u80fd\u7684\u4e00\u4e9b\u5177\u4f53\u4f7f\u7528\u6848\u4f8b\uff1a<\/p>\n<\/div><ul style=\"--awb-iconcolor:#000000;--awb-textcolor:#000000;--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u60c5\u611f\u68c0\u6d4b<\/strong> \u5206\u6790\u5ba2\u6237\u53cd\u9988\u3001\u793e\u4ea4\u5a92\u4f53\u4e92\u52a8\u6216\u4ea7\u54c1\u8bc4\u8bba\uff0c\u4ee5\u4e86\u89e3\u6574\u4f53\u60c5\u611f\u5e76\u786e\u5b9a\u9700\u8981\u6539\u8fdb\u7684\u5730\u65b9\u3002(\u60c5\u611f\u5206\u6790\u548c\u603b\u7ed3\u7684 SQL \u547d\u4ee4\u5c06\u63d0\u4f9b\u8fdb\u4e00\u6b65\u7684\u8be6\u7ec6\u8bf4\u660e\uff08\u79c1\u4eba\u9884\u89c8\u7248\uff09\uff09\u3002<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u6587\u672c\u6458\u8981\uff1a<\/strong> \u751f\u6210\u5197\u957f\u6587\u6863\u3001\u7535\u5b50\u90ae\u4ef6\u6216 reports \u7684\u7b80\u660e\u6458\u8981\uff0c\u5feb\u901f\u638c\u63e1\u5173\u952e\u4fe1\u606f\uff0c\u8282\u7701\u65f6\u95f4\u3002(\u60c5\u611f\u5206\u6790\u548c\u6458\u8981\u7684 SQL \u547d\u4ee4\u63d0\u4f9b\u4e86\u8fdb\u4e00\u6b65\u7684\u8be6\u7ec6\u8bf4\u660e\uff08\u5728\u79c1\u4eba\u9884\u89c8\u4e2d\uff09\uff09\u3002<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u7ffb\u8bd1\uff1a<\/strong> \u5728\u8f6c\u6362\u8fc7\u7a0b\u4e2d\u9700\u8981\u7ffb\u8bd1\u7279\u5b9a\u5217\u4e2d\u7684\u503c\uff1f\u65e0\u9700\u4f7f\u7528\u5916\u90e8 API\uff1b\u60a8\u53ef\u4ee5\u5728 Snowflake \u4e2d\u65e0\u7f1d\u6267\u884c\u7ffb\u8bd1\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u9ad8\u7ea7\u641c\u7d22\u529f\u80fd\uff08\u79c1\u4eba\u9884\u89c8\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u96ea\u82b1\u7684\u65b0 <strong>\u9ad8\u7ea7\u641c\u7d22\u529f\u80fd<\/strong> \u4f7f\u7528\u6237\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u5bb9\u6613\u627e\u5230\u6240\u9700\u7684 data\uff0c\u65e0\u8bba\u5176\u5b58\u653e\u5728\u4f55\u5904\u3002\u8fd9\u662f\u4e0e\u5176\u4ed6 cloud data platforms \u76f8\u6bd4\u7684\u4e00\u5927\u4f18\u52bf\uff0c\u540e\u8005\u7684\u641c\u7d22\u529f\u80fd\u901a\u5e38\u6bd4\u8f83\u6709\u9650\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5177\u4f53\u6765\u8bf4\uff0cSnowflake \u7684\u65b0\u641c\u7d22\u529f\u80fd\u5141\u8bb8\u7528\u6237\uff1a<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-2 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u5728 database\u3001Iceberg \u8868\u3001Snowflake \u5185\u7684 data\u3001\u672c\u5730\u5e94\u7528\u7a0b\u5e8f\u548c Snowflake \u5e02\u573a\u4e2d\u641c\u7d22\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u4f7f\u7528 <strong>\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/strong> \u641c\u7d22 data\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u6839\u636e\u5404\u79cd\u6807\u51c6\u7b5b\u9009\u641c\u7d22\u7ed3\u679c<\/strong>, \u5982 data \u7c7b\u578b\u3001\u6587\u4ef6\u5927\u5c0f\u548c\u521b\u5efa\u65e5\u671f\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-10\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8fd9\u4e9b\u9ad8\u7ea7\u641c\u7d22\u529f\u80fd\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5728\u4f7f\u7528 data \u65f6\u8282\u7701\u65f6\u95f4\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002\u4f8b\u5982\uff0cdata \u5206\u6790\u5458\u53ef\u4ee5\u4f7f\u7528\u65b0\u7684\u641c\u7d22\u529f\u80fd\u5feb\u901f\u67e5\u627e\u4e0e\u7279\u5b9a\u5206\u6790\u9879\u76ee\u76f8\u5173\u7684\u6240\u6709 data\u3002\u6216\u8005\uff0c\u4e1a\u52a1\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u65b0\u7684\u641c\u7d22\u529f\u80fd\u67e5\u627e\u4e0e\u7279\u5b9a\u5ba2\u6237\u6216\u4ea7\u54c1\u76f8\u5173\u7684\u6240\u6709 data\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u66f4\u4e0d\u7528\u8bf4\uff0c\u4f7f\u7528\u8fd9\u4e9b\u641c\u7d22\u529f\u80fd\u63d0\u4f9b\u7684\u4e0d\u540c\u96ea\u82b1\u8fc7\u6ee4\u5668\uff08\u5217\u547d\u540d\u3001\u6807\u8bb0\u3001\u5143 data \u89c4\u8303\uff09\u4f1a\u63d0\u9ad8 data \u7684\u4e00\u81f4\u6027\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-12\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u603b\u4e4b\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u89e3\u51b3\u4e86 data \u76ee\u5f55\u7684\u4e00\u4e2a\u5173\u952e\u65b9\u9762\u3002\u9274\u4e8e\u5b9e\u65bd data \u76ee\u5f55\u7684\u56fa\u6709\u6311\u6218\uff0c\u5229\u7528 Snowflake \u96c6\u6210\u529f\u80fd\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002.<\/p>\n<\/div><div class=\"fusion-image-element\" style=\"text-align:center;--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=\"1200\" height=\"675\" title=\"\u96ea\u82b1\u4e2d\u578b gif 1\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27675%27%20viewBox%3D%270%200%201200%20675%27%3E%3Crect%20width%3D%271200%27%20height%3D%27675%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/snowflake-medium-gif-1.gif\" alt class=\"lazyload img-responsive wp-image-86429\"\/><\/span><\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u7528\u4e8e\u60c5\u611f\u5206\u6790\u548c\u603b\u7ed3\u7684 SQL \u547d\u4ee4\uff08\u79c1\u4eba\u9884\u89c8\u7248\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-13\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>Snowflake \u7528\u4e8e\u60c5\u611f\u5206\u6790\u548c\u603b\u7ed3\u7684\u65b0 SQL \u547d\u4ee4\u4f7f\u7528\u6237\u65e0\u9700\u5b66\u4e60\u4efb\u4f55\u65b0\u5de5\u5177\u6216\u8bed\u8a00\uff0c\u5373\u53ef\u8f7b\u677e\u4ece\u5176 data \u4e2d\u63d0\u53d6\u89c1\u89e3\u3002\u8fd9\u662f\u4e0e\u5176\u4ed6 cloud data platforms \u76f8\u6bd4\u7684\u4e00\u5927\u4f18\u52bf\uff0c\u540e\u8005\u901a\u5e38\u8981\u6c42\u7528\u6237\u4f7f\u7528\u5355\u72ec\u7684\u5de5\u5177\u6765\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-14\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5177\u4f53\u6765\u8bf4\uff0cSnowflake \u7684\u65b0 SQL \u547d\u4ee4\u5141\u8bb8\u7528\u6237<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-3 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u5206\u6790\u6587\u672c\u60c5\u611f data<\/strong>, \u5982\u5ba2\u6237\u8bc4\u8bba\u3001\u793e\u4ea4\u5a92\u4f53\u5e16\u5b50\u548c\u8c03\u67e5\u56de\u590d\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u603b\u7ed3\u6587\u672c data<\/strong> \u4ee5\u63d0\u53d6\u6700\u91cd\u8981\u7684\u4fe1\u606f\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-15\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8fd9\u4e9b\u65b0\u7684 SQL \u547d\u4ee4\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5728\u4f7f\u7528 data \u65f6\u8282\u7701\u65f6\u95f4\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002\u4f8b\u5982\uff0c\u4f01\u4e1a\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u65b0\u7684 SQL \u547d\u4ee4\u5feb\u901f\u5206\u6790\u5ba2\u6237\u8bc4\u8bba\u7684\u60c5\u611f\uff0c\u6216\u603b\u7ed3\u5197\u957f\u800c\u590d\u6742\u7684\u62a5\u544a\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u96ea\u82b1\u526f\u9a7e\u9a76\u5458\uff08\u79c1\u4eba\u9884\u89c8\u4e2d\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-16\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5b83\u662f\u4e00\u4e2a <strong>\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u751f\u6210\u548c\u5b8c\u5584 SQL \u7684 LLM \u9a71\u52a8\u578b\u52a9\u624b<\/strong>. .\u6b64\u5916\uff0c\u8fd9\u79cd\u6587\u672c\u5230\u4ee3\u7801\u7684\u529f\u80fd\u5f88\u5feb\u5c06\u901a\u8fc7 Snowflake Cortex \u7684\u901a\u7528\u51fd\u6570 Text2SQL \u4ee5\u7f16\u7a0b\u65b9\u5f0f\u5b9e\u73b0\u3002.<\/p>\n<\/div><div class=\"fusion-image-element\" style=\"text-align:center;--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-3 hover-type-none\"><img decoding=\"async\" width=\"1200\" height=\"675\" title=\"\u96ea\u82b1\u4e2d\u578b gif 2\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27675%27%20viewBox%3D%270%200%201200%20675%27%3E%3Crect%20width%3D%271200%27%20height%3D%27675%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/snowflake-medium-gif-2.gif\" alt class=\"lazyload img-responsive wp-image-86430\"\/><\/span><\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u4f7f\u7528\u6587\u6863 AI \u63d0\u53d6\u6587\u6863 Data\uff08\u79c1\u4eba\u9884\u89c8\u4e2d\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-17\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><strong>\u96ea\u82b1\u76ae\u5c42\u7684\u6587\u6863\u4eba\u5de5\u667a\u80fd<\/strong>, \u901a\u8fc7 LLM\uff0c\u53ef\u4ee5\u4ece\u5404\u79cd\u6587\u6863\u7c7b\u578b\uff08pdf\u3001word\u3001txt\u3001\u5c4f\u5e55\u622a\u56fe\uff09\u4e2d\u9ad8\u6548\u63d0\u53d6 data\uff0c\u4ece\u800c\u8282\u7701\u624b\u52a8 data \u5904\u7406\u7684\u65f6\u95f4\u548c\u8d44\u6e90\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-18\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u603b\u4e4b\uff0cSnowflake \u7684\u65b0\u529f\u80fd\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0c\u6709\u53ef\u80fd\u5f7b\u5e95\u6539\u53d8\u4eba\u4eec\u4f7f\u7528 cloud data platforms \u7684\u65b9\u5f0f\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-19\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u901a\u8fc7\u63d0\u4f9b\u521b\u65b0\u529f\u80fd\uff0c\u4f7f\u7528\u6237\u66f4\u5bb9\u6613\u5f00\u53d1\u548c\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u3001\u67e5\u627e data\u3001\u7ba1\u7406 ML \u529f\u80fd\u548c\u5171\u4eab ML \u6a21\u578b\uff0cSnowflake \u5728\u7ade\u4e89\u4e2d\u8131\u9896\u800c\u51fa\u3002\u6b64\u5916\uff0cSnowflake \u8fd8\u80fd\u8ba9\u7528\u6237\u66f4\u8f7b\u677e\u5730\u4ece\u5176 data \u4e2d\u63d0\u53d6\u6d1e\u5bdf\u529b\uff0c\u800c\u65e0\u9700\u5b66\u4e60\u4efb\u4f55\u65b0\u5de5\u5177\u6216\u8bed\u8a00\u3002.<\/p>\n<\/div><div class=\"fusion-image-element\" style=\"text-align:center;--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-4 hover-type-none\"><img decoding=\"async\" width=\"1200\" height=\"675\" title=\"\u96ea\u82b1\u4e2d\u578b gif 3\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271200%27%20height%3D%27675%27%20viewBox%3D%270%200%201200%20675%27%3E%3Crect%20width%3D%271200%27%20height%3D%27675%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/snowflake-medium-gif-3.gif\" alt class=\"lazyload img-responsive wp-image-86431\"\/><\/span><\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u529f\u80fd\u5546\u5e97\uff08\u79c1\u4eba\u9884\u89c8\u7248\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-20\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>A <strong>\u529f\u80fd\u5546\u5e97<\/strong> \u662f\u7ba1\u7406\u548c\u5171\u4eab\u673a\u5668\u5b66\u4e60\u529f\u80fd\u7684\u4e2d\u592e\u5b58\u50a8\u5e93\u3002Snowflake \u7684\u65b0\u529f\u80fd\u5b58\u50a8\u5e93\u4f7f\u7528\u6237\u66f4\u5bb9\u6613\u5f00\u53d1\u548c\u90e8\u7f72 ML \u6a21\u578b\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-21\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8fd9\u662f Snowflake \u4e0e\u5176\u4ed6 cloud data platforms \u7684\u4e0d\u540c\u4e4b\u5904\uff0c\u56e0\u4e3a\u5b83\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u7ba1\u7406\u5176\u6240\u6709 ML \u529f\u80fd\u7684\u5355\u4e00\u573a\u6240\u3002\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u8282\u7701\u65f6\u95f4\uff0c\u63d0\u9ad8 ML \u5f00\u53d1\u6d41\u7a0b\u7684\u6548\u7387\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-22\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u4ee5\u4e0b\u662f Snowflake \u529f\u80fd\u5546\u5e97\u7684\u4e00\u4e9b\u5177\u4f53\u4f7f\u7528\u6848\u4f8b\uff1a<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-4 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>data \u79d1\u5b66\u5bb6\u53ef\u4ee5\u4f7f\u7528\u529f\u80fd\u5b58\u50a8\u6765 <strong>\u7ba1\u7406\u548c\u5171\u4eab\u529f\u80fd<\/strong> \u4ed6\u4eec\u6b63\u5728\u7528\u5b83\u6765\u5f00\u53d1\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5982\u9700\u4e86\u89e3\u66f4\u591a\u76f8\u5173\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/quickstarts.snowflake.com\/guide\/getting_started_datameer\/#0\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc<\/a>.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u53ef\u4ee5\u4f7f\u7528\u7279\u5f81\u5e93\u6765 <strong>\u5c06\u673a\u5668\u5b66\u4e60\u6a21\u578b\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\uff0c\u5e76\u786e\u4fdd\u5176\u80fd\u591f\u8bbf\u95ee\u6240\u9700\u7684\u529f\u80fd<\/strong>. .\u66f4\u591a\u76f8\u5173\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/quickstarts.snowflake.com\/guide\/end_to_end_machine_learning_with_dataiku\/index.html#0\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc<\/a>.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u4f01\u4e1a\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u529f\u80fd\u5546\u5e97 <strong>\u63a2\u7d22\u5e76\u4e86\u89e3\u7528\u4e8e\u652f\u6301\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7684\u529f\u80fd<\/strong>. .\u5982\u9700\u4e86\u89e3\u66f4\u591a\u76f8\u5173\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/www.tableau.com\/blog\/monitor-understand-snowflake-account-usage\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc<\/a>.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u6a21\u5f0f\u5171\u4eab<\/h2><\/div><div class=\"fusion-text fusion-text-23\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>Snowflake \u80fd\u591f\u5171\u4eab ML \u6a21\u578b\uff0c\u8fd9\u4e5f\u662f\u5176\u4e0e\u4f17\u4e0d\u540c\u4e4b\u5904\u3002\u8fd9\u5c06\u4f7f\u4eba\u4eec\u66f4\u5bb9\u6613\u5728 ML \u9879\u76ee\u4e0a\u5f00\u5c55\u5408\u4f5c\uff0c\u5e76\u5b9e\u73b0 ML \u8bbf\u95ee\u7684\u6c11\u4e3b\u5316\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-24\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5177\u4f53\u6765\u8bf4\uff0cSnowflake \u5141\u8bb8\u7528\u6237\u4e0e\u7ec4\u7ec7\u5185\u5916\u7684\u5176\u4ed6\u4eba\u5171\u4eab ML \u6a21\u578b\u3002\u8fd9\u6709\u52a9\u4e8e\u52a0\u5feb ML \u5e94\u7528\u7a0b\u5e8f\u7684\u5f00\u53d1\u548c\u91c7\u7528\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-25\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u4ee5\u4e0b\u662f Snowflake \u6a21\u578b\u5171\u4eab\u529f\u80fd\u7684\u4e00\u4e9b\u5177\u4f53\u4f7f\u7528\u6848\u4f8b\uff1a<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-5 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>data \u79d1\u5b66\u5bb6\u53ef\u4ee5 <strong>\u4e0e\u4e1a\u52a1\u7528\u6237\u5171\u4eab\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/strong> \u8fd9\u6837\uff0c\u4ed6\u4eec\u5c31\u53ef\u4ee5\u5229\u7528\u5b83\u6765\u63a2\u7d22\u4ed6\u4eec\u7684 data \u5e76\u63d0\u51fa\u89c1\u89e3\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u53ef\u4ee5 <strong>\u4e0e DevOps \u5de5\u7a0b\u5e08\u5206\u4eab\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/strong> \u4ee5\u4fbf\u5c06\u5176\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>\u8f6f\u4ef6\u4f9b\u5e94\u5546\u53ef\u4ee5 <strong>\u4e0e\u5ba2\u6237\u5171\u4eab\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/strong> \u8fd9\u6837\uff0c\u4ed6\u4eec\u5c31\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\u6765\u6539\u8fdb\u81ea\u5df1\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-title title fusion-title-11 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u96ea\u82b1\u7b14\u8bb0\u672c\uff08\u79c1\u4eba\u9884\u89c8\u4e2d\uff09<\/h2><\/div><div class=\"fusion-text fusion-text-26\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p><strong>\u96ea\u82b1\u7b14\u8bb0\u672c<\/strong>, \u5b83\u4e0e\u5176\u4ed6 cloud data platforms \u4e0a\u5df2\u63a8\u51fa\u6570\u5e74\u7684\u7b14\u8bb0\u672c\u7535\u8111\u6709\u76f8\u4f3c\u4e4b\u5904\u3002Databricks \u662f\u8fd9\u4e00\u9886\u57df\u7684\u5148\u9a71\uff0cBigQuery \u4e5f\u7d27\u968f\u5176\u540e\u63a8\u51fa\u4e86\u5b83\u7684 <a href=\"https:\/\/cloud.google.com\/blog\/products\/data-analytics\/announcing-bigquery-studio\" target=\"_blank\" rel=\"noopener\">\u516c\u544a<\/a> 8 \u6708 31 \u65e5\u3002\u8fd9\u4e9b\u7b14\u8bb0\u672c\u7ecf\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\uff0c\u53ef\u5728 Snowflake \u751f\u6001\u7cfb\u7edf\u4e2d\u4f18\u5316\u6027\u80fd\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-27\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u4e0e\u4f20\u7edf\u96c6\u6210\u5f00\u53d1\u73af\u5883\u76f8\u6bd4\uff0cSnowflake Notebooks \u5177\u6709\u8bb8\u591a\u4f18\u52bf\uff0c\u4f8b\u5982<\/p>\n<\/div><ul style=\"--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-6 fusion-checklist-default type-icons paddingList dark-text\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u5408\u4f5c\uff1a<\/strong> \u96ea\u82b1\u7b14\u8bb0\u672c\u6613\u4e8e\u4e0e\u4ed6\u4eba\u5171\u4eab\uff0c\u4ece\u800c\u65b9\u4fbf\u9879\u76ee\u534f\u4f5c\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u4e92\u52a8\u6027\uff1a<\/strong> \u96ea\u82b1\u7b14\u8bb0\u672c\u662f\u4ea4\u4e92\u5f0f\u7684\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u5bf9\u4ee3\u7801\u8fdb\u884c\u5b9e\u9a8c\uff0c\u5e76\u7acb\u5373\u770b\u5230\u7ed3\u679c\u3002.<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon awb-icon-check\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><strong>\u6027\u80fd\uff1a<\/strong> Snowflake Notebooks \u6027\u80fd\u5353\u8d8a\uff0c\u56e0\u6b64\u53ef\u4ee5\u5feb\u901f\u8fd0\u884c\u590d\u6742\u7684\u67e5\u8be2\u548c\u5206\u6790\u3002.<\/p>\n<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-28\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u96ea\u82b1\u7b14\u8bb0\u672c\u76ee\u524d\u5904\u4e8e\u6d4b\u8bd5\u9636\u6bb5\uff0c\u4f46\u9884\u8ba1\u4e0d\u4e45\u5c06\u5411\u516c\u4f17\u53d1\u5e03\u3002.<\/p>\n<\/div><div class=\"fusion-text fusion-text-29\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>Snowflake \u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u5f00\u53d1\u73af\u5883\u4e0e\u5176\u4ed6\u73af\u5883\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u5305\u542b\u53ef\u901a\u8fc7 Snowpark ML \u5e93\u8bbf\u95ee\u7684 Python API \u548c\u7528\u4e8e\u5b9a\u4e49\u3001\u7ba1\u7406\u548c\u68c0\u7d22\u7279\u5f81\u7684 SQL \u63a5\u53e3\uff0c\u4ee5\u53ca\u7528\u4e8e\u7279\u5f81\u5143 data \u7ba1\u7406\u548c\u8fde\u7eed\u7279\u5f81\u5904\u7406\u7684\u6258\u7ba1\u57fa\u7840\u8bbe\u65bd\u3002\u8fd9\u6d88\u9664\u4e86\u5bf9\u4e13\u4e1a\u4eba\u5de5\u667a\u80fd\u77e5\u8bc6\u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c\u7279\u5f81\u5e93\u548c\u6a21\u578b\u5171\u4eab\u529f\u80fd\u4f7f Snowflake \u80fd\u591f\u66f4\u6709\u6548\u5730\u8ffd\u8d76\u7ade\u4e89\u5bf9\u624b\uff0c\u7279\u522b\u662f Databricks\uff0c\u540e\u8005\u5728\u8fc7\u53bb\u51e0\u5e74\u4e2d\u7531\u4e8e\u4e0e ML Flow \u96c6\u6210\u800c\u660e\u663e\u5360\u636e\u4e86\u4e0a\u98ce\u3002.<\/p>\n<\/div><div class=\"fusion-image-element\" style=\"text-align:center;--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-5 hover-type-none\"><img decoding=\"async\" width=\"2560\" height=\"1360\" title=\"\u96ea\u82b1\u4e2d\u578b gif 4\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%272560%27%20height%3D%271360%27%20viewBox%3D%270%200%202560%201360%27%3E%3Crect%20width%3D%272560%27%20height%3D%271360%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2023\/12\/snowflake-medium-gif-4.gif\" alt class=\"lazyload img-responsive wp-image-86432\"\/><\/span><\/div><div class=\"fusion-title title fusion-title-12 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u7ed3\u8bba<\/h2><\/div><div class=\"fusion-text fusion-text-30\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u96ea\u82b1\u516c\u53f8\u53d1\u5e03\u7684\u65b0\u529f\u80fd\uff0c\u5305\u62ec\u96ea\u82b1 Cortex\u3001Copilot\u3001\u6587\u6863\u4eba\u5de5\u667a\u80fd\u548c\u7b14\u8bb0\u672c\u7535\u8111\uff0c\u80af\u5b9a\u4e86\u8be5\u516c\u53f8\u5bf9\u521b\u65b0\u7684\u627f\u8bfa\u3002\u867d\u7136 data \u79d1\u5b66\u516c\u544a\u7b26\u5408\u5f53\u524d\u7684 GenAI \u8d8b\u52bf\uff0c\u4f46\u5fc5\u987b\u8c28\u614e\u5bf9\u5f85\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u67d0\u4e9b\u529f\u80fd\u867d\u7136\u65e9\u5df2\u516c\u5e03\uff0c\u4f46\u4ecd\u6709\u5f85\u5728\u6240\u6709\u73af\u5883\u4e2d\u666e\u53ca\u3002\u6700\u540e\uff0c\u8ba9\u6211\u4eec\u4ee5\u5f00\u653e\u7684\u5fc3\u6001\u548c\u8c28\u614e\u4e50\u89c2\u7684\u6001\u5ea6\u5bf9\u5f85\u8fd9\u4e9b\u521b\u65b0\uff0c\u968f\u65f6\u51c6\u5907\u62e5\u62b1\u5404\u79cd\u53ef\u80fd\u6027\uff0c\u540c\u65f6\u7acb\u8db3\u4e8e\u73b0\u5b9e\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><div 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-margin-top:40px;--awb-margin-bottom:40px;--awb-background-color:var(--awb-color1);--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-3 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-padding-top:40px;--awb-padding-right:40px;--awb-padding-bottom:40px;--awb-padding-left:40px;--awb-overflow:hidden;--awb-bg-position:left center;--awb-bg-size:cover;--awb-border-color:rgba(10,17,40,0.1);--awb-border-style:solid;--awb-border-radius:4px 4px 4px 4px;--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 lazyload fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-column fusion-column-has-bg-image\" data-bg-url=\"https:\/\/artefact.com\/\/wp-content\/uploads\/2021\/03\/background.jpg\" data-bg=\"https:\/\/artefact.com\/\/wp-content\/uploads\/2021\/03\/background.jpg\"><div class=\"fusion-image-element\" style=\"text-align:center;--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-6 hover-type-none\"><img decoding=\"async\" width=\"72\" height=\"41\" title=\"\u4e2d\u7b49\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%2772%27%20height%3D%2741%27%20viewBox%3D%270%200%2072%2041%27%3E%3Crect%20width%3D%2772%27%20height%3D%2741%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/artefact.com\/\/wp-content\/uploads\/2021\/03\/medium.png\" alt class=\"lazyload img-responsive wp-image-60927\"\/><\/span><\/div><div class=\"fusion-title title fusion-title-13 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-bottom:0px;--awb-margin-bottom-small:8px;\"><h3 class=\"fusion-title-heading title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:1.2;\">\u4e2d\u53f7 Blog by Artefact\u3002.<\/h3><\/div><div class=\"fusion-text fusion-text-31\" style=\"--awb-content-alignment:center;\"><p>\u672c\u6587\u6700\u521d\u53d1\u8868\u4e8e Medium.com\u3002.<br \/>\n\u5728\u6211\u4eec\u7684 Medium Blog \u4e0a\u5173\u6ce8\u6211\u4eec\uff01<\/p>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-medium button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" style=\"--button_text_transform:var(--awb-custom_typography_2-text-transform);--button_typography-letter-spacing:var(--awb-custom_typography_2-letter-spacing);--button_typography-font-family:var(--awb-custom_typography_2-font-family);--button_typography-font-weight:var(--awb-custom_typography_2-font-weight);--button_typography-font-style:var(--awb-custom_typography_2-font-style);\" target=\"_blank\" rel=\"noopener noreferrer\" data-hover=\"text_slide_down\" href=\"https:\/\/medium.com\/artefact-engineering-and-data-science\/snowflakes-snowday-23-snowballing-into-data-science-success-6f4bf6dda157\"><div class=\"awb-button-text-transition  awb-button__hover-content--centered\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u6211\u4eec\u7684\u6587\u7ae0<\/span><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u9605\u8bfb\u6211\u4eec\u7684\u6587\u7ae0<\/span><\/div><\/a><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>\u5f53\u6211\u4eec\u56de\u5473 11 \u6708 1 \u65e5\u548c 2 \u65e5 \u2018\u96ea\u82b1\u65e5 \u2019\u6d3b\u52a8\u671f\u95f4\u5206\u4eab\u7684\u89c1\u89e3\u65f6\uff0c\u6709\u5173\u96ea\u82b1\u672a\u6765\u7684\u4e00\u7cfb\u5217\u4ee4\u4eba\u5174\u594b\u7684\u542f\u793a\u6b63\u5728\u7b49\u5f85\u7740\u6211\u4eec\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u6d3b\u52a8\u671f\u95f4\u53d1\u5e03\u7684\u503c\u5f97\u5173\u6ce8\u7684 data \u79d1\u5b66\u529f\u80fd\uff0c\u63ed\u793a\u821e\u53f0\u4e2d\u5fc3\u7684\u521b\u65b0\u548c\u8fdb\u6b65\u3002. <\/p>","protected":false},"featured_media":86433,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[21939],"blog-language":[2991],"class_list":["post-86425","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-medium","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/86425","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\/86433"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=86425"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=86425"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=86425"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}