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Lake\u3001MLflow\u548cAutoloader\uff0c\u5df2\u7ecf\u62ab\u7740\u6597\u7bf7\u4ece\u5929\u800c\u964d\uff0c\u4e13\u6cbb\u5404\u79cd\u201c\u8d35\u5f97\u79bb\u8c31\u201d\u3002<\/p>\n<p>\u9996\u5148\u767b\u573a\u7684\u662f<strong>Delta Lake<\/strong>\uff0c\u5b83\u53ef\u4e0d\u662f\u666e\u901a\u7684\u6e56\uff0c\u800c\u662f\u81ea\u5e26\u201c\u9632\u7ffb\u8f66\u7cfb\u7edf\u201d\u7684\u6570\u636e\u4fdd\u9669\u67dc\u3002ACID\u4e8b\u52a1\u8ba9\u4f60\u5199\u6570\u636e\u50cf\u8f6c\u8d26\u4e00\u6837\u5b89\u5168\uff0c\u65f6\u95f4\u65c5\u884c\u529f\u80fd\u751a\u81f3\u80fd\u8ba9\u4f60\u56de\u5230\u6628\u5929\u7684\u6570\u636e\u72b6\u6001\uff0c\u518d\u4e5f\u4e0d\u7528\u54ed\u7740\u558a\u201c\u6211\u5220\u5e93\u4e86\u201d\uff01<\/p>\n<p>\u63a5\u7740\u662f\u673a\u5668\u5b66\u4e60\u754c\u7684\u9879\u76ee\u7ecf\u7406\u2014\u2014<strong>MLflow<\/strong>\u3002\u5b9e\u9a8c\u8bb0\u5f55\u81ea\u52a8\u4fdd\u5b58\uff0c\u6a21\u578b\u7248\u672c\u4e00\u952e\u5207\u6362\uff0c\u90e8\u7f72\u6d41\u7a0b\u6807\u51c6\u5316\uff0c\u8fde\u5b9e\u4e60\u751f\u90fd\u80fd\u628a\u6a21\u578b\u7ba1\u5f97\u660e\u660e\u767d\u767d\uff0c\u7701\u4e0b\u7684\u5de5\u65f6\u591f\u4e70\u597d\u51e0\u676f\u62ff\u94c1\u3002<\/p>\n<p>\u6700\u540e\u538b\u8f74\u7684\u662f<strong>Autoloader<\/strong>\uff0c\u8fd9\u4f4d\u81ea\u52a8\u52a0\u8f7d\u5c0f\u80fd\u624b\u80fd7\u00d724\u5c0f\u65f6\u76ef\u7740\u6570\u636e\u6e90\uff0c\u65b0\u6570\u636e\u4e00\u6765\u7acb\u523b\u6293\u53d6\u5904\u7406\uff0c\u5f7b\u5e95\u544a\u522b\u201c\u7b49\u6570\u636e\u7b49\u5230\u82b1\u513f\u90fd\u8c22\u4e86\u201d\u7684\u5c34\u5c2c\u3002\u4eba\u529b\u6210\u672c\uff1f\u62dc\u62dc\u4e86\u60a8\u561e\uff01<\/p>\n<p>\u8fd9\u4e09\u4f4d\u8054\u624b\u51fa\u51fb\uff0c\u4ece\u6570\u636e\u5230\u6a21\u578b\u5168\u7a0b\u51cf\u8d1f\uff0cAI\u6210\u672c\u81ea\u7136\u4e56\u4e56\u4f4e\u5934\u3002<\/p>\n<p><strong>\u6570\u636e\u7ba1\u7406\u4e0e\u4f18\u5316<\/strong><\/p>\n<p>\u6570\u636e\u7ba1\u7406\u4e0e\u4f18\u5316\uff0c\u542c\u8d77\u6765\u50cf\u662f\u4e2a\u67af\u71e5\u7684\u5bb6\u52a1\u6d3b\u513f\uff0c\u4f46\u522b\u6025\u7740\u6253\u54c8\u6b20\u2014\u2014\u5728Databricks\u7684\u4e16\u754c\u91cc\uff0c\u8fd9\u53ef\u662fAI\u6210\u672c\u63a7\u5236\u7684\u201c\u9690\u5f62\u51a0\u519b\u201d\u3002\u4f60\u60f3\u60f3\uff0c\u8bad\u7ec3\u4e00\u4e2a\u6a21\u578b\u7ed3\u679c\u53d1\u73b0\u6570\u636e\u91cc\u4e00\u5806\u91cd\u590d\u3001\u9519\u4e71\u3001\u7f3a\u5931\u503c\uff0c\u662f\u4e0d\u662f\u50cf\u716e\u706b\u9505\u5374\u53d1\u73b0\u98df\u6750\u5168\u662f\u51b0\u51bb\u4e09\u5e74\u7684\u50f5\u5c38\u8089\uff1f\u518d\u5389\u5bb3\u7684\u7b97\u6cd5\u4e5f\u6551\u4e0d\u56de\u6765\u3002Databricks\u7684\u667a\u80fd\u6e05\u6d17\u5f15\u64ce\u80fd\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u503c\u3001\u53bb\u91cd\u3001\u6807\u51c6\u5316\u683c\u5f0f\uff0c\u751a\u81f3\u7528\u673a\u5668\u5b66\u4e60\u63a8\u6d4b\u7f3a\u5931\u503c\uff0c\u7701\u4e0b\u5927\u91cf\u4eba\u5de5\u201c\u627ebug\u201d\u65f6\u95f4\u3002\u6570\u636e\u96c6\u6210\u66f4\u7edd\uff0c\u65e0\u8bba\u662fKafka\u6d41\u6570\u636e\u3001S3\u91cc\u7684\u65e5\u5fd7\uff0c\u8fd8\u662f\u4f20\u7edf\u6570\u636e\u5e93\uff0c\u90fd\u80fd\u4e00\u952e\u63a5\u5165\uff0cAutoloader\u8fd8\u80fd\u81ea\u52a8\u611f\u77e5\u65b0\u6587\u4ef6\u5e76\u89e6\u53d1\u6e05\u6d17\u6d41\u7a0b\uff0c\u771f\u6b63\u5b9e\u73b0\u201c\u6570\u636e\u6765\u4e86\uff0c\u7cfb\u7edf\u81ea\u5df1\u52a8\u201d\u3002\u66f4\u5999\u7684\u662f\uff0cDelta Lake\u7684\u6a21\u5f0f\u5f3a\u5236\u548c\u8d28\u91cf\u7ea6\u675f\u529f\u80fd\uff0c\u80fd\u5728\u6570\u636e\u5199\u5165\u65f6\u5b9e\u65f6\u62e6\u622a\u201c\u810f\u6570\u636e\u201d\uff0c\u76f8\u5f53\u4e8e\u7ed9\u6570\u636e\u6e56\u88c5\u4e86\u201c\u5b89\u68c0\u95e8\u201d\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u540e\u7eedAI\u8bad\u7ec3\u5c11\u8d70\u5f2f\u8def\uff0c\u7b97\u529b\u4e0d\u6d6a\u8d39\uff0c\u6a21\u578b\u8fed\u4ee3\u66f4\u5feb\uff0c\u94b1\u5305\u81ea\u7136\u7b11\u5f00\u82b1\u3002\u8bf4\u767d\u4e86\uff0c\u5e72\u51c0\u7684\u6570\u636e\u5c31\u662f\u6700\u4fbf\u5b9c\u7684\u7b97\u529b\u71c3\u6599\u3002<\/p>\n<p><strong>\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316<\/strong><\/p>\n<p>\u5728\u6570\u636e\u7ba1\u7406\u7684\u6218\u573a\u521a\u6253\u5b8c\u80dc\u4ed7\uff0c\u4f60\u4ee5\u4e3aAI\u6210\u672c\u7684\u201c\u7626\u8eab\u8ba1\u5212\u201d\u5c31\u7ed3\u675f\u4e86\uff1f\u522b\u6025\uff0c\u597d\u620f\u624d\u521a\u5f00\u59cb\uff01Databricks\u7684\u8ba1\u7b97\u8d44\u6e90\u4f18\u5316\u5927\u6cd5\uff0c\u582a\u79f0AI\u754c\u7684\u201c\u667a\u80fd\u7ba1\u5bb6\u201d\uff0c\u4e13\u6cbb\u5404\u79cd\u8d44\u6e90\u6d6a\u8d39\u3002\u4f60\u77e5\u9053\u5417\uff1f\u5f88\u591a\u56e2\u961f\u7684\u96c6\u7fa4\u4e00\u534a\u65f6\u95f4\u90fd\u5728\u201c\u53d1\u5446\u201d\uff0c\u5149\u70e7\u94b1\u4e0d\u5e72\u6d3b\uff0c\u5fc3\u75bc\u5f97\u6570\u636e\u5e93\u90fd\u60f3\u7f62\u5de5\u3002\u4f46\u6709\u4e86Databricks\u7684\u52a8\u6001\u8d44\u6e90\u5206\u914d\uff0c\u7cfb\u7edf\u4f1a\u50cf\u8001\u7ec3\u7684\u6307\u6325\u5bb6\uff0c\u6839\u636e\u4efb\u52a1\u4ea4\u54cd\u66f2\u7684\u590d\u6742\u7a0b\u5ea6\uff0c\u7cbe\u51c6\u8c03\u914dCPU\u548c\u5185\u5b58\uff0c\u7edd\u4e0d\u8ba9\u5c0f\u4efb\u52a1\u5360\u7528\u5927\u70ae\u6253\u868a\u5b50\u7684\u8c6a\u534e\u914d\u7f6e\u3002<\/p>\n<p>\u66f4\u7edd\u7684\u662f\u5b83\u7684\u667a\u80fd\u4efb\u52a1\u8c03\u5ea6\uff0c\u4e0d\u518d\u662f\u201c\u6392\u961f\u7b49\u5929\u4eae\u201d\u7684\u539f\u59cb\u6a21\u5f0f\uff0c\u800c\u662f\u61c2\u5f97\u63d2\u7a7a\u6267\u884c\u3001\u4f18\u5148\u7ea7\u62a2\u8dd1\uff0c\u8ba9\u8d44\u6e90\u5229\u7528\u7387\u8e6d\u8e6d\u4e0a\u6da8\u3002\u6700\u8ba9\u4eba\u62cd\u6848\u53eb\u7edd\u7684\u662f\u5f39\u6027\u4f38\u7f29\u2014\u2014\u9ad8\u5cf0\u671f\u81ea\u52a8\u6269\u5bb9\uff0c\u4efb\u52a1\u4e00\u7a7a\u7acb\u9a6c\u7f29\u5bb9\uff0c\u4e91\u8d44\u6e90\u6309\u79d2\u8ba1\u8d39\uff0c\u7701\u4e0b\u7684\u53ef\u90fd\u662f\u771f\u91d1\u767d\u94f6\u3002\u518d\u4e5f\u4e0d\u7528\u4e3a\u534a\u591c\u4e09\u70b9\u8fd8\u5728\u8dd1\u7684\u95f2\u7f6e\u8282\u70b9\u9ed8\u9ed8\u6d41\u6cea\u4e86\u3002\u8fd9\u6ce2\u64cd\u4f5c\u4e0b\u6765\uff0cAI\u9879\u76ee\u4e0d\u4ec5\u8dd1\u5f97\u66f4\u5feb\uff0c\u8fd8\u7626\u5f97\u53ea\u5269\u201c\u7cbe\u5e72\u201d\u3002<\/p>\n<p><strong>\u81ea\u52a8\u5316\u5de5\u5177\u7684\u5e94\u7528<\/strong><\/p>\n<p>\u5728\u4e0a\u4e00\u7ae0\u6211\u4eec\u804a\u4e86\u5982\u4f55\u201c\u7cbe\u6253\u7ec6\u7b97\u201d\u5730\u5206\u914d\u7b97\u529b\uff0c\u4eff\u4f5b\u7ed9AI\u9879\u76ee\u8bf7\u4e86\u4e2a\u8d22\u52a1\u603b\u76d1\u3002\u4f46\u8fd9\u8fd8\u4e0d\u591f\u2014\u2014\u5149\u7701\u6210\u672c\u4e0d\u63d0\u6548\uff0c\u5c31\u50cf\u7701\u6cb9\u5374\u5f00\u4e0d\u52a8\u7684\u8f66\u3002\u73b0\u5728\uff0c\u662f\u65f6\u5019\u8bf7\u51faDatabricks\u7684\u201c\u673a\u5668\u4eba\u5929\u56e2\u201d\u6765\u5f53\u4f60\u7684AI\u9879\u76ee\u7ecf\u7406\u4e86\uff01<\/p>\n<p>\u522b\u518d\u624b\u52a8\u8c03\u53c2\u5230\u51cc\u6668\u4e09\u70b9\uff0c<b>AutoML<\/b>\u4e00\u51fa\u624b\uff0c\u7279\u5f81\u5de5\u7a0b\u3001\u6a21\u578b\u9009\u62e9\u3001\u8d85\u53c2\u6570\u8c03\u4f18\u5168\u5305\u4e86\uff0c\u50cf\u6709\u4e2aAI\u754c\u7684\u201c\u7c73\u5176\u6797\u5927\u53a8\u201d\u5e2e\u4f60\u7096\u6a21\u578b\uff0c\u5473\u9053\u7a33\u8fd8\u7701\u7164\u6c14\u3002\u4f60\u4ee5\u4e3a\u8fd9\u5c31\u5b8c\u4e86\uff1f<b>\u81ea\u52a8\u5316\u7ba1\u9053<\/b>\u76f4\u63a5\u628a\u6570\u636e\u6e05\u6d17\u3001\u8bad\u7ec3\u3001\u8bc4\u4f30\u5230\u90e8\u7f72\u4e32\u6210\u4e00\u6761\u201c\u5168\u81ea\u52a8\u6d41\u6c34\u7ebf\u201d\uff0c\u8fde\u4f60\u5bb6\u732b\u90fd\u80fd\u64cd\u4f5c\u3002\u66f4\u7edd\u7684\u662f<b>\u81ea\u52a8\u5316\u76d1\u63a7<\/b>\uff0c\u5b83\u50cf24\u5c0f\u65f6\u503c\u73ed\u7684\u4fdd\u5b89\u5927\u53d4\uff0c\u4e00\u53d1\u73b0\u6a21\u578b\u6027\u80fd\u4e0b\u6ed1\u6216\u6570\u636e\u6f02\u79fb\uff0c\u7acb\u523b\u62a5\u8b66\u751a\u81f3\u81ea\u52a8\u4fee\u590d\uff0c\u907f\u514d\u7ebf\u4e0a\u7ffb\u8f66\u540e\u8001\u677f\u8ffd\u7740\u4f60\u8dd1\u4e09\u680b\u697c\u3002<\/p>\n<p>\u8bf4\u767d\u4e86\uff0c\u8fd9\u4e9b\u5de5\u5177\u4e0d\u4ec5\u5e2e\u4f60\u5c11\u52a0\u73ed\uff0c\u66f4\u662f\u628aAI\u9879\u76ee\u4ece\u201c\u624b\u5de5\u4f5c\u574a\u201d\u5347\u7ea7\u6210\u201c\u667a\u80fd\u5de5\u5382\u201d\u3002\u4eba\u529b\u6210\u672c\u964d\u4e86\uff0c\u51fa\u9519\u7387\u4f4e\u4e86\uff0c\u4ea4\u4ed8\u901f\u5ea6\u98de\u4e86\u2014\u2014\u8fd9\u624d\u662f\u771f\u6b63\u7684\u201c\u964d\u672c\u589e\u6548\u201d\u53cc\u6740\uff01<\/p>\n<p>\u4f5c\u4e3a<a href=\"https:\/\/www.beiniuai.com\" target=\"_blank\" rel=\"noopener\">\u8d1d\u725b\u667a\u6167<\/a>\u65d7\u4e0b\u4e13\u6ce8\u62db\u8058\u6570\u5b57\u5316\u7684\u5148\u950b\u54c1\u724c\uff0c<a href=\"https:\/\/hr.beiniuai.com\/en\/\">SeekYing<\/a>\u6b63\u5728\u7528AI\u91cd\u65b0\u5b9a\u4e49\u4eba\u624d\u83b7\u53d6\u6548\u7387\u3002\u6211\u4eec\u57fa\u4e8e\u4f01\u4e1a\u79c1\u6709\u6570\u636e\u6784\u5efa\u4e13\u5c5e\u667a\u80fd\u6a21\u578b\uff0c\u4ece\u7b80\u5386\u7b5b\u9009\u5230\u9762\u8bd5\u8c03\u5ea6\u7684\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u642d\u914d\u72ec\u521b\u7684<a href=\"#\">Magic Voice Outbound Calling System<\/a>\u548c<a href=\"#\">\u4eba\u8109\u6574\u5408\u5c0f\u7a0b\u5e8f<\/a>\uff0c\u5df2\u5e2e\u52a9\u6570\u767e\u5bb6\u4f01\u4e1a\u964d\u4f4e30%\u62db\u8058\u6210\u672c\u7684\u540c\u65f6\uff0c\u5c06\u5c97\u4f4d\u5339\u914d\u6548\u7387\u63d0\u534758%\u3002\u91d1\u878d\u7ea7\u6570\u636e\u52a0\u5bc6\u4e0eISO\u53cc\u8ba4\u8bc1\u4f53\u7cfb\uff0c\u786e\u4fdd\u60a8\u5728\u4eab\u53d7\u667a\u80fd\u5316\u4fbf\u5229\u65f6\u5168\u7a0b\u65e0\u5fe7\u3002<\/p>\n<p>\u73b0\u5728\u5c31\u7528<a href=\"tel: 8613751107633\">+86 13751107633<\/a>\u6216<a href=\"mailto:hr@bdhubware.com\">hr@bdhubware.com<\/a>\u8054\u7cfb\u6211\u4eec\uff0c\u8ba9\u9009\u82f1\u7684\u667a\u80fd\u62db\u8058\u89e3\u51b3\u65b9\u6848\u4e3a\u60a8\u91ca\u653e\u4eba\u529b\u8d44\u6e90\u56e2\u961f\u7684\u66f4\u5927\u4ef7\u503c\u3002\u6df1\u5733\u5357\u5c71\u533a\u79d1\u6280\u56ed\u7684\u4e13\u5bb6\u56e2\u961f\uff0c\u968f\u65f6\u51c6\u5907\u4e3a\u60a8\u5c55\u793a\u5982\u4f55\u7528\u6570\u636e\u9a71\u52a8\u51b3\u7b56\uff0c\u6253\u9020\u66f4\u5177\u7ade\u4e89\u529b\u7684\u96c7\u4e3b\u54c1\u724c\u3002<\/p>\n<p>\u5c0f\u7f16\u6211\u76ee\u524d\u6709\u4e2a\u5728\u62db\u7684\u5c97\u4f4d\u5982\u4e0b\uff1a<\/p>\n<pre style=\"white-space:break-spaces\">\u4e16\u754c500\u5f3aIT\u8f6f\u4ef6\u516c\u53f8\u3002\n\u5de5\u4f5c\u5730\u70b9:\u00a0\u5e7f\u5dde\n\u85aa\u8d4425000\/\u6708\n\n\n\u5c97\u4f4d\u804c\u8d23\n1\u3001\u667a\u80fd\u6587\u6863\u5904\u7406\u7cfb\u7edf\u5f00\u53d1\n  1. \u4e3b\u5bfc\u6784\u5efa\u751f\u4ea7\u7ea7AI\u6a21\u578b\uff0c\u5b9e\u73b0\u56fe\u50cf\u3001\u6587\u672c\u7b49\u591a\u6a21\u6001\u5185\u5bb9\u7684\u9ad8\u6548\u63d0\u53d6\u4e0e\u5206\u7c7b\uff08\u5982\u53d1\u7968\u3001\u5408\u540c\u3001\u75c5\u5386\u7b49\uff09\uff0c\u9700\u5177\u5907\u4f20\u7edf\u6a21\u578b\u4e0e\u751f\u6210\u5f0fAI\uff08GenAI\uff09\u7684\u6df7\u5408\u5e94\u7528\u7ecf\u9a8c\u3002\n  2. \u8bbe\u8ba1\u5e76\u4f18\u5316OCR\uff08\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff09\u6d41\u7a0b\uff0c\u63d0\u5347\u590d\u6742\u573a\u666f\uff08\u5982\u624b\u5199\u4f53\u3001\u626b\u63cf\u4ef6\uff09\u4e0b\u7684\u6587\u5b57\u8bc6\u522b\u51c6\u786e\u7387\uff0c\u8981\u6c42\u719f\u6089Tesseract\u3001AWS Textract\u3001Hugging Face OCR\u7b49\u5de5\u5177\u94fe\u3002\n2\u3001\u8de8\u56e2\u961f\u534f\u4f5c\u4e0e\u4ea7\u54c1\u843d\u5730\n  1. 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