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Databricks \u7b80\u4ecb<\/strong><\/p>\n

\u5728\u6570\u636e\u7684\u6c5f\u6e56\u91cc\uff0cDatabricks \u5c31\u50cf\u4e00\u4f4d\u4fee\u70bc\u591a\u5e74\u7684\u201c\u5185\u529f\u9ad8\u624b\u201d\uff0c\u4e0d\u4ec5\u6253\u901a\u4e86\u5927\u6570\u636e\u4e0eAI\u4e4b\u95f4\u7684\u4efb\u7763\u4e8c\u8109\uff0c\u8fd8\u987a\u624b\u628a\u6210\u672c\u8fd9\u5ea7\u5927\u5c71\u7ed9\u63a8\u5e73\u4e86\u51e0\u5206\u3002\u4f60\u4ee5\u4e3a\u5b83\u53ea\u662f\u4e2a\u6570\u636e\u5206\u6790\u5e73\u53f0\uff1f\u592a\u5929\u771f\u4e86\uff01\u8fd9\u54e5\u4eec\u513f\u4ece\u4f2f\u514b\u5229\u5b9e\u9a8c\u5ba4\u4e00\u51fa\u9053\uff0c\u5c31\u5e26\u7740\u201c\u8ba9\u6570\u636e\u98de\u201d\u7684\u4f7f\u547d\uff0c\u5982\u4eca\u66f4\u662f\u628a\u6e56\u4ed3\u4e00\u4f53\uff08Lakehouse\uff09\u73a9\u6210\u4e86\u827a\u672f\u3002\u5b83\u7684\u5e95\u5c42\u67b6\u6784\u53ef\u4e0d\u662f\u7b80\u5355\u7684\u201c\u6570\u636e\u4ed3\u5e93+Hadoop\u201d\u6df7\u642d\u98ce\uff0c\u800c\u662f\u7528Delta Lake\u628a\u6570\u636e\u6cbb\u7406\u5f97\u670d\u670d\u5e16\u5e16\u2014\u2014\u7248\u672c\u63a7\u5236\u3001ACID\u4e8b\u52a1\u3001\u81ea\u52a8\u4f18\u5316\uff0c\u6837\u6837\u7cbe\u901a\u3002\u66f4\u7edd\u7684\u662f\uff0c\u5b83\u80fd\u8ba9\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u5de5\u7a0b\u5e08\u548c\u4e1a\u52a1\u4eba\u5458\u5728\u540c\u4e00\u7247\u201c\u6e56\u201d\u91cc\u6e38\u6cf3\uff0c\u8c01\u4e5f\u4e0d\u7528\u518d\u4e3a\u6570\u636e\u5b64\u5c9b\u626f\u76ae\u3002\u4f60\u4e22\u8fdb\u53bb\u7684\u662f\u6742\u4e71\u65e0\u7ae0\u7684\u539f\u59cb\u6570\u636e\uff0c\u5b83\u5410\u51fa\u6765\u7684\u662f\u53ef\u4ee5\u76f4\u63a5\u5582\u7ed9AI\u6a21\u578b\u7684\u9ad8\u8d28\u91cf\u201c\u8425\u517b\u9910\u201d\u3002\u8fd9\u6837\u4e00\u6765\uff0cAI\u8bad\u7ec3\u4e0d\u518d\u50cf\u4ee5\u524d\u90a3\u6837\u201c\u5403\u529b\u4e0d\u8ba8\u597d\u201d\uff0c\u8d44\u6e90\u6d6a\u8d39\u5c11\u4e86\uff0c\u6548\u7387\u9ad8\u4e86\uff0c\u94b1\u5305\u81ea\u7136\u4e5f\u7b11\u4e86\u3002\u522b\u6025\uff0c\u63a5\u4e0b\u6765\u6211\u4eec\u5c31\u8981\u63ed\u5f00AI\u6210\u672c\u90a3\u8ba9\u4eba\u5934\u79c3\u7684\u771f\u9762\u76ee\u2014\u2014\u800cDatabricks\uff0c\u65e9\u5df2\u5907\u597d\u4e86\u6b62\u75db\u836f\u3002<\/p>\n

AI \u6210\u672c\u6311\u6218<\/strong><\/p>\n

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Databricks \u7684 AI \u6210\u672c\u4f18\u5316\u6280\u672f<\/strong><\/p>\n

\u4f60\u4ee5\u4e3aAI\u6210\u672c\u9ad8\u662f\u56e0\u4e3a\u6a21\u578b\u592a\u201c\u8d2a\u5403\u201d\uff1f\u5176\u5b9e\u95ee\u9898\u53ef\u80fd\u51fa\u5728\u201c\u5582\u996d\u65b9\u5f0f\u201d\u4e0d\u5bf9\uff01Databricks \u6325\u821e\u7740\u5b83\u7684\u65b0\u7edd\u62db\u2014\u2014AI \u6210\u672c\u4f18\u5316\u6280\u672f<\/b>\uff0c\u50cf\u4e00\u4f4d\u7cbe\u6253\u7ec6\u7b97\u7684\u53a8\u623f\u5927\u5e08\uff0c\u628a\u6bcf\u4e00\u4efd\u7b97\u529b\u90fd\u7528\u5230\u6781\u81f4\u3002\u9996\u5148\uff0c\u5b83\u7684\u81ea\u52a8\u5316\u8d44\u6e90\u7ba1\u7406\u53ef\u4e0d\u662f\u7b80\u5355\u7684\u201c\u5f00\u5173\u673a\u201d\uff0c\u800c\u662f\u6839\u636e\u4efb\u52a1\u8d1f\u8f7d\u667a\u80fd\u4f38\u7f29\u96c6\u7fa4\uff0c\u8bad\u7ec3\u9ad8\u5cf0\u65f6\u706b\u529b\u5168\u5f00\uff0c\u7a7a\u95f2\u65f6\u81ea\u52a8\u4f11\u7720\uff0c\u8fdeGPU\u90fd\u4e0d\u5141\u8bb8\u201c\u6478\u9c7c\u201d\u3002\u5176\u6b21\uff0c\u6570\u636e\u5904\u7406\u73af\u8282\u4e5f\u73a9\u51fa\u4e86\u82b1\uff1a\u901a\u8fc7Delta Lake\u7684Z-Order\u7d22\u5f15\u548c\u81ea\u52a8\u538b\u7f29\uff0c\u67e5\u8be2\u901f\u5ea6\u98d9\u5347\uff0c\u8ba1\u7b97\u91cf\u5374\u9aa4\u964d\uff0c\u76f8\u5f53\u4e8e\u7528\u534a\u7897\u7c73\u716e\u51fa\u4e00\u9505\u996d\u3002\u66f4\u72e0\u7684\u662f\u6a21\u578b\u8bad\u7ec3\u4f18\u5316\u2014\u2014Databricks \u96c6\u6210MLflow\u4e0eHyperopt\uff0c\u81ea\u52a8\u7b5b\u9009\u6700\u4f18\u53c2\u6570\u7ec4\u5408\uff0c\u907f\u514d\u201c\u7a77\u4e3e\u5f0f\u70e7\u94b1\u201d\u3002\u518d\u52a0\u4e0a\u5206\u5e03\u5f0f\u8bad\u7ec3\u6846\u67b6\u7684\u9ad8\u6548\u8c03\u5ea6\uff0c\u539f\u672c\u8981\u8dd1\u4e09\u5929\u7684\u8bad\u7ec3\u4efb\u52a1\uff0c\u73b0\u5728\u4e00\u5929\u641e\u5b9a\uff0c\u7535\u8d39\u7701\u4e86\uff0c\u65f6\u95f4\u4e5f\u7701\u4e86\u3002\u8fd9\u4e9b\u6280\u672f\u4e0d\u662f\u96f6\u6572\u788e\u6253\uff0c\u800c\u662f\u73af\u73af\u76f8\u6263\u7684\u201c\u6210\u672c\u7626\u8eab\u94fe\u201d\uff0c\u8ba9\u4f01\u4e1a\u4e0d\u518d\u4e3aAI\u8d26\u5355\u745f\u745f\u53d1\u6296\u3002<\/p>\n

\u5b9e\u9645\u6848\u4f8b\u5206\u6790<\/strong><\/p>\n

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\u672a\u6765\u5c55\u671b<\/strong><\/p>\n

\u8c01\u8bf4\u7701\u94b1\u5c31\u4e0d\u80fd\u73a9\u51fa\u82b1\u513f\u6765\uff1fDatabricks \u53ef\u4e0d\u53ea\u662f\u4e2a\u201c\u4f1a\u8fc7\u65e5\u5b50\u201d\u7684\u5de5\u5177\uff0c\u5b83\u6b63\u6084\u6084\u8fdb\u5316\u6210 AI \u6210\u672c\u4f18\u5316\u754c\u7684\u201c\u9884\u8a00\u5bb6\u201d\u3002\u672a\u6765\uff0c\u4f60\u53ef\u80fd\u4f1a\u770b\u5230 Databricks \u628a AI \u9a71\u52a8\u7684\u8d44\u6e90\u8c03\u5ea6<\/b> \u73a9\u5f97\u50cf\u4ea4\u54cd\u4e50\u2014\u2014\u54ea\u4e2a\u4efb\u52a1\u8be5\u7528\u591a\u5c11\u7b97\u529b\uff0c\u4f55\u65f6\u7f29\u5bb9\u3001\u4f55\u65f6\u6269\u5bb9\uff0c\u5168\u7531\u6a21\u578b\u81ea\u5df1\u8bf4\u4e86\u7b97\uff0c\u4e0d\u518d\u9760\u5de5\u7a0b\u5e08\u62cd\u8111\u888b\u3002\u66f4\u72e0\u7684\u662f\uff0c\u81ea\u9002\u5e94\u67e5\u8be2\u4f18\u5316<\/i> \u6280\u672f\u4f1a\u8ba9 SQL \u5f15\u64ce\u53d8\u5f97\u201c\u61c2\u4e8b\u201d\uff0c\u81ea\u52a8\u7ed5\u5f00\u6602\u8d35\u64cd\u4f5c\uff0c\u8d70\u6700\u7701\u6cb9\u7684\u8def\u5f84\u3002<\/p>\n

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