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

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\u4f46Databricks\u504f\u4e0d\u4fe1\u8fd9\u4e2a\u90aa\u3002\u5b83\u7528Delta Lake\u7edf\u4e00\u5b58\u50a8\uff0c\u8ba9\u6570\u636e\u4e0d\u518d\u201c\u6d41\u6d6a\u201d\uff0c\u7701\u4e0b\u5927\u91cfETL\u6210\u672c\uff1b\u901a\u8fc7\u81ea\u52a8\u4f38\u7f29\u96c6\u7fa4\uff0c\u6309\u9700\u5206\u914d\u7b97\u529b\uff0c\u591c\u91cc\u4e0d\u7528\u65f6\u8fde\u865a\u62df\u673a\u90fd\u61c2\u5f97\u201c\u5173\u706f\u7761\u89c9\u201d\uff1b\u8fd8\u6709MLflow\u52a0\u6301\uff0c\u5b9e\u9a8c\u8ddf\u8e2a\u6e05\u6e05\u695a\u695a\uff0c\u907f\u514d\u91cd\u590d\u9020\u8f6e\u5b50\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u539f\u672c\u6bcf\u6708AI\u5f00\u9500\u8d85200\u4e07\u7f8e\u5143\uff0c\u63a5\u5165Databricks\u540e\u76f4\u63a5\u780d\u638940%\u6210\u672c\uff0c\u8bad\u7ec3\u901f\u5ea6\u8fd8\u7ffb\u4e86\u500d\u3002\u8fd9\u624d\u662f\u771f\u6b63\u7684\u201c\u964d\u672c\u589e\u6548\u201d\u9b54\u6cd5\u2014\u2014\u4e0d\u662f\u7701\u94b1\uff0c\u800c\u662f\u8ba9\u6bcf\u4e00\u5206\u94b1\u90fd\u7cbe\u51c6\u7838\u5728AI\u8fdb\u5316\u7684\u70b9\u4e0a\u3002<\/p>\n

AI\u9879\u76ee\u7684\u6210\u672c\u6311\u6218<\/strong><\/p>\n

AI\u9879\u76ee\u7684\u6210\u672c\uff0c\u7b80\u76f4\u50cf\u4e2a\u65e0\u5e95\u6d1e\uff0c\u7a0d\u4e0d\u7559\u795e\u94b1\u5305\u5c31\u201c\u7626\u8eab\u6210\u529f\u201d\u3002\u4f01\u4e1a\u521a\u60f3\u641e\u70b9\u667a\u80fd\u63a8\u8350\u3001\u9884\u6d4b\u5206\u6790\uff0c\u5c31\u88ab\u6570\u636e\u6e05\u6d17\u3001\u5b58\u50a8\u6269\u5bb9\u3001GPU\u79df\u8d41\u8fd9\u4e9b\u201c\u8d26\u5355\u523a\u5ba2\u201d\u8fce\u9762\u66b4\u51fb\u3002\u4e00\u5bb6\u7535\u5546\u5de8\u5934\u66fe\u8c6a\u63b7\u6570\u767e\u4e07\u7f8e\u5143\u5347\u7ea7AI\u63a8\u8350\u7cfb\u7edf\uff0c\u7ed3\u679c\u6a21\u578b\u7cbe\u5ea6\u6ca1\u6da8\u591a\u5c11\uff0c\u7535\u8d39\u5012\u662f\u8e6d\u8e6d\u4e0a\u53bb\u4e86\u2014\u2014\u8bad\u7ec3\u4e00\u6b21\u6a21\u578b\uff0c\u591f\u5c0f\u533a\u5341\u6237\u4eba\u5bb6\u7528\u4e00\u5e74\u7535\u3002\u66f4\u522b\u63d0\u90a3\u4e9b\u6563\u843d\u5728\u5404\u5904\u7684\u5b64\u5c9b\u6570\u636e\uff0c\u5149\u662f\u6574\u5408\u5b83\u4eec\u5c31\u5f97\u52a8\u7528\u201c\u6570\u636e\u7279\u79cd\u5175\u201d\uff0c\u8017\u65f6\u53c8\u70e7\u94b1\u3002\u800c\u6a21\u578b\u4e0a\u7ebf\u540e\u4e5f\u4e0d\u662f\u4e07\u4e8b\u5927\u5409\uff0c\u6301\u7eed\u76d1\u63a7\u3001\u8fed\u4ee3\u4f18\u5316\u3001\u7248\u672c\u56de\u6eda\uff0c\u6bcf\u4e00\u9879\u90fd\u662f\u957f\u671f\u201c\u6708\u4f9b\u201d\u3002\u67d0\u91d1\u878d\u516c\u53f8\u751a\u81f3\u53d1\u73b0\uff0c\u4ed6\u4eec\u82b1\u5728\u6a21\u578b\u7ef4\u62a4\u4e0a\u7684\u94b1\uff0c\u5df2\u7ecf\u8d85\u8fc7\u4e86\u521d\u671f\u5f00\u53d1\u6210\u672c\u7684\u4e24\u500d\u3002\u8fd9\u54ea\u662fAI\u964d\u672c\u589e\u6548\uff1f\u5206\u660e\u662f\u201cAI\u5347\u672c\u589e\u8d1f\u201d\u3002Databricks\u8fd8\u6ca1\u767b\u573a\u524d\uff0c\u5f88\u591a\u4f01\u4e1a\u5c31\u50cf\u5728\u9ed1\u6697\u4e2d\u70bc\u4e39\uff0c\u6295\u5165\u5de8\u5927\u5374\u96be\u89c1\u771f\u91d1\u3002\u53ef\u5c31\u5728\u5927\u5bb6\u5feb\u5bf9AI\u201c\u671b\u800c\u5374\u6b65\u201d\u65f6\uff0c\u4e00\u573a\u5173\u4e8e\u6210\u672c\u9769\u547d\u7684\u9b54\u6cd5\uff0c\u6084\u7136\u62c9\u5f00\u5e8f\u5e55\u3002<\/p>\n

Databricks\u7684\u6280\u672f\u4f18\u52bf<\/strong><\/p>\n

Databricks\u7684\u6280\u672f\u4f18\u52bf<\/strong>\u53ef\u4e0d\u662f\u5439\u7684\uff0c\u5b83\u5c31\u50cfAI\u9879\u76ee\u7684\u201c\u7701\u94b1\u5c0f\u80fd\u624b\u201d\uff0c\u4e13\u6cbb\u5404\u79cd\u70e7\u94b1\u987d\u75be\u3002\u4f60\u8fd8\u5728\u4e3a\u6570\u636e\u6e05\u6d17\u50cf\u6d17\u8863\u670d\u4e00\u6837\u4e00\u904d\u53c8\u4e00\u904d\u5730\u624b\u52a8\u6413\uff1fDatabricks\u7684\u81ea\u52a8\u5316\u6570\u636e\u7ba1\u9053\u76f4\u63a5\u7ed9\u4f60\u4e0a\u5168\u81ea\u52a8\u6eda\u7b52\u6d17\u8863\u673a\uff0c\u4e00\u952e\u542f\u52a8\uff0c\u8fde\u8936\u76b1\u90fd\u5e2e\u4f60\u71a8\u5e73\u4e86\u3002\u66f4\u72e0\u7684\u662f\uff0c\u80cc\u540e\u7684Delta Lake\u548cSpark SQL\u8fd9\u5bf9\u201c\u8ba1\u7b97\u53cc\u715e\u201d\uff0c\u5904\u7406\u6570\u636e\u5feb\u5f97\u50cf\u662f\u7ed9\u6a21\u578b\u8bad\u7ec3\u88c5\u4e86\u706b\u7bad\u63a8\u8fdb\u5668\u2014\u2014\u4ee5\u524d\u8dd1\u4e09\u5929\u7684\u8bad\u7ec3\u4efb\u52a1\uff0c\u73b0\u5728\u4e00\u987f\u5348\u996d\u56de\u6765\u5c31\u641e\u5b9a\u4e86\u3002<\/p>\n

\u800c\u4e14\uff0c\u5b83\u7684\u8d44\u6e90\u7ba1\u7406\u7075\u6d3b\u5f97\u50cf\u4e2a\u745c\u4f3d\u6559\u7ec3\uff0c\u9ad8\u5cf0\u65f6\u4f38\u5c55\u7b97\u529b\uff0c\u4f4e\u8c37\u65f6\u7acb\u523b\u6536\u7f29\uff0c\u7edd\u4e0d\u8ba9\u4f60\u4e3a\u95f2\u7f6eGPU\u4ed8\u201c\u7a7a\u8c03\u8d39\u201d\u3002\u56e2\u961f\u534f\u4f5c\u4e5f\u544a\u522b\u4e86\u201c\u6211\u5728\u54ea\uff1f\u4ed6\u5728\u6539\u5565\uff1f\u201d\u7684\u6df7\u4e71\u72b6\u6001\uff0c\u6240\u6709\u4eba\u5171\u7528\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4\uff0c\u4ee3\u7801\u3001\u7ed3\u679c\u5b9e\u65f6\u540c\u6b65\uff0c\u8fde\u5b9e\u4e60\u751f\u90fd\u80fd\u79d2\u61c2\u9879\u76ee\u8109\u7edc\u3002<\/p>\n

\u8fd9\u4e9b\u6280\u672f\u73af\u73af\u76f8\u6263\uff0c\u4e0d\u53ea\u662f\u7701\u65f6\u95f4\uff0c\u66f4\u662f\u628a\u6bcf\u4e00\u5206\u7b97\u529b\u82b1\u5728\u5200\u5203\u4e0a\uff0c\u8ba9AI\u6210\u672c\u4ece\u201c\u70e7\u94b1\u5927\u6218\u201d\u53d8\u6210\u201c\u7cbe\u6253\u7ec6\u7b97\u201d\u3002<\/p>\n

\u5b9e\u9645\u5e94\u7528\u6848\u4f8b<\/strong><\/p>\n

\u5728\u91d1\u878d\u884c\u4e1a\uff0c\u67d0\u94f6\u884c\u66fe\u4e3a\u6b3a\u8bc8\u68c0\u6d4b\u5934\u75bc\u4e0d\u5df2\u2014\u2014\u6570\u636e\u50cf\u6f6e\u6c34\u822c\u6d8c\u6765\uff0c\u6a21\u578b\u8bad\u7ec3\u6162\u5f97\u50cf\u8001\u725b\u62c9\u8f66\uff0c\u6210\u672c\u9ad8\u5f97\u8ba9 CFO \u7761\u4e0d\u7740\u89c9\u3002\u76f4\u5230\u4ed6\u4eec\u9047\u89c1\u4e86 Databricks\u3002\u901a\u8fc7\u6784\u5efa\u81ea\u52a8\u5316\u7684\u6570\u636e\u7ba1\u9053\uff0c\u94f6\u884c\u4e0d\u518d\u9700\u8981\u4eba\u5de5\u642c\u8fd0\u548c\u6e05\u6d17\u6570\u636e\uff0c\u539f\u672c\u9700\u8981\u4e09\u5929\u7684\u51c6\u5907\u65f6\u95f4\u7f29\u77ed\u5230\u51e0\u5c0f\u65f6\u3002\u66f4\u7edd\u7684\u662f\uff0c\u5229\u7528 Databricks \u7684\u9ad8\u6548\u8ba1\u7b97\u5f15\u64ce\uff0c\u6a21\u578b\u8bad\u7ec3\u901f\u5ea6\u63d0\u5347\u4e86\u4e94\u500d\uff0c\u800c\u8d44\u6e90\u6309\u9700\u5206\u914d\uff0c\u95f2\u65f6\u81ea\u52a8\u7f29\u5bb9\uff0c\u7535\u8d39\u90fd\u7701\u51fa\u4e86\u4e00\u53f0\u5496\u5561\u673a\u7684\u94b1\u3002<\/p>\n

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\u533b\u7597\u9886\u57df\u4e5f\u4e0d\u7518\u843d\u540e\u3002\u67d0\u533b\u9662\u7528 Databricks \u8fdb\u884c\u7cd6\u5c3f\u75c5\u9884\u6d4b\uff0c\u8fc7\u53bb\u8bad\u7ec3\u4e00\u6b21\u6a21\u578b\u8981\u7b49\u4e00\u6574\u5929\uff0c\u73b0\u5728\u51e0\u5c0f\u65f6\u641e\u5b9a\uff0c\u533b\u751f\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u8fd8\u80fd\u5728\u540c\u4e00\u5e73\u53f0\u534f\u4f5c\uff0c\u518d\u4e5f\u4e0d\u7528\u9760\u5fae\u4fe1\u4f20\u6587\u4ef6\u201c\u5bf9\u7248\u672c\u201d\u4e86\u3002<\/p>\n

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

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