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decoding=\"async\" class=\"alignnone size-full wp-image-11489\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/03\/1F320A49-3.jpg\" width=\"\" height=\"\" alt=\"\u81ea\u4e3bAI\u80fd\u529b\u52a0\u901f\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b | \u7231\u5206\u6790\u62a5\u544a\" 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API\u8c03\u7528\u670d\u52a1\u3002\u4e1a\u52a1\u4eba\u5458\u901a\u8fc7\u914d\u7f6e\u76ee\u6807\u5373\u53ef\u5b9e\u73b0\u81ea\u52a8\u5316\u5efa\u6a21\u3002<\/li>\n<\/ul>\n<p>5.\u6a21\u578b\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406<\/p>\n<p>\u5bf9\u6570\u636e\u63a5\u5165\u3001\u6570\u636e\u8f6c\u6362\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u5efa\u6a21\u53ef\u89c6\u5316\u3001\u6a21\u578b\u4ed3\u5e93\u3001\u6a21\u578b\u751f\u4ea7\u5316\u7b49\u5efa\u6a21\u5168\u8fc7\u7a0b\u7684\u6570\u636e\u3001\u73af\u5883\u3001\u4ee3\u7801\u3001\u6a21\u578b\u7248\u672c\u8fdb\u884c\u7ba1\u7406\uff0c\u5b9e\u73b0\u6570\u636e\u3001\u7279\u5f81\u3001\u6a21\u578b\u7684\u590d\u7528\u548c\u8fed\u4ee3\uff0c\u6c89\u6dc0\u6570\u636e\u8d44\u4ea7\u3002<\/p>\n<p>6.\u652f\u6301\u9ad8\u6027\u80fd\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3<\/p>\n<p>\u878d\u5408\u4e3b\u6d41\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\u5982Spark\u3001TensorFlow\u3001PyTorch\u3001Dask\u7b49\uff0c\u5e76\u9884\u7f6e\u4e30\u5bcc\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f\uff1b\u6df1\u5ea6\u5b66\u4e60\u5206\u5e03\u5f0f\u652f\u6301\u5355\u673a\u5355\u5361\u3001\u5355\u673a\u591a\u5361\u3001\u591a\u673a\u591a\u5361\u8bad\u7ec3\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u590d\u6742\u573a\u666f\u4e0b\u5feb\u901f\u9ad8\u6548\u5b8c\u6210\u6a21\u578b\u8bad\u7ec3\u3002<\/p>\n<p>\u4ee5\u4e0a\u662f\u6a21\u578b\u5b9e\u9a8c\u5ba4\u7684\u91cd\u8981\u529f\u80fd\u3002<\/p>\n<p>\u5c71\u897f\u94f6\u884c\u5728\u642d\u5efa\u6a21\u578b\u5b9e\u9a8c\u5ba4\u7684\u57fa\u7840\u4e0a\uff0c\u4e5f\u5728\u8003\u8651\u5982\u4f55\u6539\u5584\u6a21\u578b\u5f00\u53d1\u6d41\u7a0b\u8ba9\u6a21\u578b\u5b9e\u9a8c\u5ba4\u53d1\u6325\u6700\u5927\u4ef7\u503c\u3002\u7531\u4e8e\u6a21\u578b\u5f00\u53d1\u6d41\u7a0b\u5305\u542b\u4e1a\u52a1\u9700\u6c42\u5206\u6790\u3001\u641c\u96c6\u6570\u636e\u3001\u6570\u636e\u6e05\u6d17\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u90e8\u7f72\u3001\u6a21\u578b\u8fd0\u7ef4\u7b49\u73af\u8282\uff0c\u6d89\u53ca\u4e1a\u52a1\u90e8\u95e8\u3001IT\u90e8\u95e8\u3001\u7b97\u6cd5\u5f00\u53d1\u4eba\u5458\u7b49\u591a\u4e2a\u90e8\u95e8\uff0c\u4e3a\u4fdd\u8bc1\u6a21\u578b\u5f00\u53d1\u6d41\u7a0b\u9ad8\u6548\u8fd0\u8f6c\uff0c\u5728\u5efa\u8bbe\u6a21\u578b\u5b9e\u9a8c\u5ba4\u57fa\u7840\u4e0a\uff0c\u5c71\u897f\u94f6\u884c\u5236\u5b9a\u4e86\u4e00\u5957\u5b8c\u5584\u7684\u6a21\u578b\u5f00\u53d1\u534f\u4f5c\u673a\u5236\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002\u5176\u4e2d\uff0c\u4e1a\u52a1\u90e8\u95e8\u63d0\u51fa\u4e1a\u52a1\u9700\u6c42\u5e76\u5bf9\u6a21\u578b\u6700\u7ec8\u6548\u679c\u8fdb\u884c\u786e\u8ba4\u3002\u6570\u91d1\u4e1a\u52a1\u90e8\u627f\u62c5\u4e0e\u4e1a\u52a1\u90e8\u95e8\u6c9f\u901a\u7684\u804c\u8d23\uff0c\u5305\u62ec\u4e1a\u52a1\u9700\u6c42\u786e\u8ba4\u3001\u6a21\u578b\u8bbe\u8ba1\u6c9f\u901a\u3001\u6a21\u578b\u521d\u8bad\u7ec3\u7684\u6548\u679c\u786e\u8ba4\u7b49\u3002\u6570\u91d1\u79d1\u6280\u8d1f\u8d23\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u5de5\u4f5c\u3002<\/p>\n<p>\u56fe4\uff1a\u5c71\u897f\u94f6\u884c\u8de8\u90e8\u95e8\u6a21\u578b\u5f00\u53d1\u534f\u4f5c\u6d41\u7a0b\u793a\u610f\u56fe<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-11491\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/03\/1F3203233-5.jpg\" width=\"\" height=\"\" alt=\"\u81ea\u4e3bAI\u80fd\u529b\u52a0\u901f\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b | \u7231\u5206\u6790\u62a5\u544a\" \/><\/p>\n<p>\u6a21\u578b\u5b9e\u9a8c\u5ba4\u5927\u5e45\u63d0\u5347\u5efa\u6a21\u6548\u7387\u3001\u6709\u6548\u964d\u4f4e\u5efa\u6a21\u6210\u672c<\/p>\n<p>\u6a21\u578b\u5b9e\u9a8c\u5ba4\u4f5c\u4e3a\u5c71\u897f\u94f6\u884c\u7684AI\u4e2d\u5fc3\uff0c\u5229\u7528\u5148\u8fdb\u7684\u5f02\u6784\u591a\u5f15\u64ce\u878d\u5408\u67b6\u6784\uff0c\u9002\u5e94\u4e1a\u52a1\u4eba\u5458\u548c\u79d1\u6280\u4eba\u5458\u7684\u4e0d\u540c\u5efa\u6a21\u9700\u6c42\uff0c\u4e3a\u667a\u80fd\u5e94\u7528\u5efa\u8bbe\u751f\u547d\u5468\u671f\u63d0\u4f9b\u5b8c\u5584\u7684\u5de5\u5177\u548c\u652f\u6301\uff0c\u5b9e\u73b0\u7aef\u5230\u7aef\u4e00\u7ad9\u5f0f\u5efa\u6a21\uff0c\u6709\u6548\u89e3\u51b3\u7b97\u529b\u74f6\u9888\u95ee\u9898\uff0c\u5927\u5e45\u63d0\u5347\u5efa\u6a21\u6548\u7387\u3002<\/p>\n<p>1.\u89e3\u51b3\u7b97\u529b\u74f6\u9888\u95ee\u9898<\/p>\n<p>\u6a21\u578b\u5b9e\u9a8c\u5ba4\u57fa\u4e8e\u5f02\u6784\u591a\u5f15\u64ce\u878d\u5408\u67b6\u6784\uff0c\u5177\u6709\u4f18\u79c0\u7684\u53ef\u6269\u5c55\u6027\uff0c\u5229\u7528Spark \u5206\u5e03\u5f0f\u5185\u5b58\u8ba1\u7b97\u63d0\u4f9b\u5f3a\u5927\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u652f\u6301\u6d77\u91cf\u6570\u636e\u8ba1\u7b97\u5206\u6790\u3002\u6b64\u5916\uff0c\u6a21\u578b\u5b9e\u9a8c\u5ba4\u80fd\u5728\u6a21\u578b\u5f00\u53d1\u7684\u6570\u636e\u5904\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u7b49\u73af\u8282\u63d0\u4f9b\u8d44\u6e90\u81ea\u52a8\u63a8\u8350\uff0c\u7528\u6237\u4e5f\u53ef\u5bf9\u8d44\u6e90\u7c7b\u578b\u548c\u914d\u989d\u8fdb\u884c\u8c03\u6574\uff0c\u5b9e\u73b0\u7b97\u529b\u7684\u9ad8\u6548\u5229\u7528\u3002\u540c\u65f6\uff0c\u6a21\u578b\u5b9e\u9a8c\u5ba4\u5bf9\u4f7f\u7528\u8005\u5c4f\u853d\u4e86\u5927\u6570\u636e\u6280\u672f\u7ec4\u4ef6\u7684\u590d\u6742\u6027\uff0c\u4f7f\u4e1a\u52a1\u4eba\u5458\u548c\u79d1\u5b66\u4eba\u5458\u80fd\u8f7b\u677e\u83b7\u5f97\u5927\u6570\u636e\u5904\u7406\u80fd\u529b\u3002<\/p>\n<p>2.\u63d0\u5347\u5efa\u6a21\u80fd\u529b\uff0c\u63d0\u9ad8\u5efa\u6a21\u6548\u7387<\/p>\n<p>\u6a21\u578b\u5b9e\u9a8c\u5ba4\u63d0\u4f9b\u7aef\u5230\u7aef\u4e00\u7ad9\u5f0f\u5efa\u6a21\u5168\u6d41\u7a0b\u652f\u6301\uff0c\u80fd\u5927\u5e45\u63d0\u5347\u5c71\u897f\u94f6\u884c\u5728\u6570\u636e\u63a2\u7d22\u3001\u9884\u5904\u7406\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u5206\u6790\u6316\u6398\u4ee5\u53ca\u6a21\u578b\u670d\u52a1\u7b49\u73af\u8282\u7684\u80fd\u529b\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u6a21\u578b\u5b9e\u9a8c\u5ba4\u4e3a\u4e1a\u52a1\u4eba\u5458\u63d0\u4f9b\u7684AutoML\u5efa\u6a21\u548c\u56fe\u5f62\u5316\u5efa\u6a21\u65b9\u5f0f\uff0c\u4f7f\u4e1a\u52a1\u4eba\u5458\u80fd\u6839\u636e\u9700\u6c42\u81ea\u4e3b\u5efa\u6a21\uff0c\u57fa\u4e8e\u6a21\u578b\u6548\u679c\u518d\u4e0e\u79d1\u6280\u4eba\u5458\u6c9f\u901a\u8fdb\u884c\u6a21\u578b\u4f18\u5316\u6216\u8c03\u6574\uff0c\u6539\u8fdb\u5efa\u6a21\u6d41\u7a0b\uff0c\u5927\u5e45\u7f29\u77ed\u5efa\u6a21\u65f6\u95f4\uff0c\u5b9e\u73b0\u5bf9\u4e1a\u52a1\u9700\u6c42\u7684\u654f\u6377\u54cd\u5e94\u3002<\/p>\n<p>3.\u6a21\u578b\u8d44\u4ea7\u548c\u5efa\u6a21\u65b9\u6cd5\u8bba\u6c89\u6dc0<\/p>\n<p>\u5efa\u6a21\u8fc7\u7a0b\u4e2d\uff0c\u5305\u62ec\u6570\u636e\u96c6\u3001\u6570\u636e\u6e05\u6d17\u3001\u7279\u5f81\u5de5\u7a0b\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u578b\u4e0a\u7ebf\u7b49\u8fc7\u7a0b\u7684\u4ee3\u7801\u3001\u6570\u636e\uff0c\u4ee5\u53ca\u5efa\u6a21\u7684\u6d41\u7a0b\u90fd\u80fd\u4fdd\u7559\u5e76\u63d0\u4f9b\u4e0b\u8f7d\uff0c\u79d1\u6280\u4eba\u5458\u53ef\u4ee5\u901a\u8fc7\u6743\u9650\u5b9a\u4e49\u5206\u4eab\u5bf9\u8c61\uff0c\u4ece\u800c\u5b9e\u73b0\u4eba\u5458\u534f\u540c\u3001\u6210\u679c\u590d\u7528\uff0c\u6c89\u6dc0\u6a21\u578b\u8d44\u4ea7\u3001\u89e3\u51b3\u95ee\u9898\u7684\u65b9\u6cd5\u8bba\u548c\u6d41\u7a0b\u3002<\/p>\n<p>4.\u6709\u6548\u5b9e\u73b0\u6210\u672c\u63a7\u5236\uff1a\u7ecf\u7edf\u8ba1\uff0c\u57fa\u4e8e\u6a21\u578b\u5b9e\u9a8c\u5ba4\uff0c\u5355\u4e2a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5efa\u6a21\u6210\u672c\u7f29\u51cf60%\uff0c\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e30%\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p>3.\u5de5\u4e1a\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u5e73\u53f0<\/p>\n<p>\u5de5\u4e1a\u4e92\u8054\u7f51\u8d8b\u52bf\u4e0b\uff0c\u4ee5AI\u6a21\u578b\u4e3a\u6838\u5fc3\u7684\u4eba\u5de5\u667a\u80fd\u901a\u8fc7\u878d\u5408\u5de5\u4e1a\u673a\u7406\u77e5\u8bc6\u4e0e\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u5b9e\u73b0\u8bbe\u8ba1\u521b\u65b0\u3001\u751f\u4ea7\u4f18\u5316\u3001\u4ea7\u54c1\u667a\u80fd\u68c0\u6d4b\u3001\u667a\u80fd\u8fd0\u7ef4\u7b49\u4ef7\u503c\uff0c\u6b63\u5e7f\u6cdb\u5e94\u7528\u5728\u4f01\u4e1a\u7684\u8bbe\u8ba1\u7814\u53d1\u3001\u751f\u4ea7\u5236\u9020\u3001\u8fd0\u7ef4\u3001\u4f9b\u5e94\u94fe\u7ba1\u7406\u3001\u4ea7\u54c1\u68c0\u6d4b\u7b49\u573a\u666f\u4e2d\u3002\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u6210\u4e3a\u5de5\u4e1a\u4f01\u4e1a\u63d0\u5347\u751f\u4ea7\u6548\u7387\u3001\u63d0\u9ad8\u4ea7\u54c1\u8d28\u91cf\u3001\u964d\u4f4e\u4eba\u529b\u6210\u672c\u3001\u5b9e\u73b0\u73af\u5883\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u65b0\u578b\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p>\u5f53\u524d\uff0c\u5de5\u4e1a\u4f01\u4e1a\u4e2d\u7684\u6570\u5b57\u5316\u8f6c\u578b\u9886\u5148\u4f01\u4e1a\uff0c\u5728\u8bd5\u70b9\u9a8c\u8bc1\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4ef7\u503c\u540e\uff0c\u5e0c\u671b\u6269\u5927\u667a\u80fd\u5e94\u7528\u7684\u8303\u7574\uff0c\u5bf9\u7279\u5b9a\u573a\u666f\u8fdb\u884c\u667a\u80fd\u5316\u6539\u9020\uff0c\u5982\u5316\u5de5\u3001\u77f3\u5316\u7b49\u6d41\u7a0b\u5de5\u4e1a\u4f01\u4e1a\u7684\u751f\u4ea7\u573a\u666f\u4e0b\uff0c\u751f\u4ea7\u88c5\u7f6e\u7684\u6a21\u62df\u4e0e\u4f18\u5316\u666e\u904d\u57fa\u4e8e\u4f20\u7edf\u7684\u673a\u7406\u5efa\u6a21\uff0c\u4ee5\u5b9e\u73b0\u5bf9\u751f\u4ea7\u8fc7\u7a0b\u7684\u5de5\u51b5\u5206\u6790\u548c\u6d41\u7a0b\u4f18\u5316\u3002\u4f46\u57fa\u4e8e\u5355\u4e2a\u73af\u8282\u6216\u662f\u5355\u4e2a\u88c5\u7f6e\u7684\u673a\u7406\u6a21\u578b\u6536\u655b\u6162\u3001\u7814\u53d1\u5468\u671f\u957f\u4e14\u6a21\u578b\u53ef\u79fb\u690d\u6027\u5dee\uff0c\u96be\u4ee5\u5b9e\u73b0\u5bf9\u7cfb\u7edf\u8fc7\u7a0b\u5168\u6d41\u7a0b\u7684\u6a21\u62df\u3002<\/p>\n<p>\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u901a\u8fc7\u878d\u5408\u673a\u5668\u5b66\u4e60\u5efa\u6a21\u548c\u673a\u7406\u5efa\u6a21\uff0c\u4e0d\u4ec5\u80fd\u7b80\u5316\u6a21\u578b\u590d\u6742\u5ea6\uff0c\u8fd8\u80fd\u5b9e\u73b0\u5bf9\u751f\u4ea7\u8fc7\u7a0b\u4e2d\u5404\u73af\u8282\u3001\u5404\u5316\u5de5\u88c5\u7f6e\u5b9e\u73b0\u5efa\u6a21\u5f00\u53d1\uff0c\u4ece\u800c\u8fbe\u5230\u5bf9\u751f\u4ea7\u5168\u6d41\u7a0b\u7684\u7cbe\u51c6\u63a7\u5236\u548c\u7cbe\u51c6\u9884\u6d4b\u3002\u5de5\u4e1a\u4f01\u4e1a\u5bf9\u5e94\u7528\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u7684\u96be\u70b9\/\u9700\u6c42\uff0c\u5177\u4f53\u8868\u73b0\u5728\uff1a<\/p>\n<p>\u56fe5\uff1a\u5de5\u4e1a\u4f01\u4e1a\u5e94\u7528\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u7684\u96be\u70b9\/\u9700\u6c42<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-11492\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/03\/1F320H40-6.jpg\" width=\"\" height=\"\" alt=\"\u81ea\u4e3bAI\u80fd\u529b\u52a0\u901f\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b | \u7231\u5206\u6790\u62a5\u544a\" \/><\/p>\n<ul>\n<li>\u4f01\u4e1a\u7f3a\u5931\u4e13\u4e1a\u5efa\u6a21\u4eba\u624d\u3002\u5de5\u4e1a\u4f01\u4e1a\u7684IT\u4eba\u624d\u50a8\u5907\u6709\u9650\uff0c\u4f01\u4e1a\u4e0d\u5177\u5907\u4e13\u4e1a\u7684\u673a\u5668\u5b66\u4e60\u5efa\u6a21\u4eba\u624d\u3002\u540c\u65f6\uff0c\u4f01\u4e1a\u7684\u667a\u80fd\u5316\u8fdb\u7a0b\u9700\u8981\u4e3a\u4e00\u7ebf\u4e1a\u52a1\u4eba\u5458\u8d4b\u80fd\u6a21\u578b\u5f00\u53d1\u3001\u6a21\u578b\u5e94\u7528\u80fd\u529b\uff0c\u56e0\u6b64\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u5fc5\u987b\u4f4e\u95e8\u69db\u3001\u6613\u4e0a\u624b\u3002<\/li>\n<li>\u5b9e\u73b0\u77e5\u8bc6\u8d44\u4ea7\u6c89\u6dc0\u548c\u590d\u7528\u3002\u5de5\u4e1a\u4e0b\u7ec6\u5206\u884c\u4e1a\u4f17\u591a\uff0c\u4e0d\u540c\u7ec6\u5206\u884c\u4e1a\u7684\u751f\u4ea7\u6d41\u7a0b\u5dee\u5f02\u5de8\u5927\u3002\u4f01\u4e1a\u5728\u65e5\u5e38\u7ecf\u8425\u4e2d\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u573a\u666f\u77e5\u8bc6\u548c\u4e13\u5bb6\u7ecf\u9a8c\uff0c\u9700\u8981\u5c06\u6b64\u7c7b\u77e5\u8bc6\u6c89\u6dc0\u4e3a\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u4e2d\u7684\u6570\u636e\u96c6\u6a21\u677f\u3001\u7279\u5f81\u5de5\u7a0b\u6a21\u677f\u3001\u6a21\u578b\u6a21\u677f\u6216\u662f\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5b9e\u73b0\u4e13\u5bb6\u7ecf\u9a8c\u77e5\u8bc6\u6c89\u6dc0\u3002<\/li>\n<li>\u63d0\u4f9b\u4e2a\u6027\u5316\u884c\u4e1a\u573a\u666f\u9884\u8bad\u7ec3\u6a21\u578b\u652f\u6301\u3002\u5de5\u4e1a\u5728\u751f\u4ea7\u5de5\u827a\u3001\u4ea7\u54c1\u68c0\u6d4b\u7b49\u73af\u8282\u6570\u636e\u91cf\u6709\u9650\uff0c\u96be\u4ee5\u652f\u6491\u9700\u8981\u5927\u89c4\u6a21\u6570\u636e\u652f\u6491\u7684\u6a21\u578b\uff0c\u9700\u8981\u5408\u9002\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u5b9e\u73b0\u5c0f\u6570\u636e\u91cf\u4e0b\u7684\u6a21\u578b\u5f00\u53d1\u3002<\/li>\n<\/ul>\n<p>\u4e3a\u4e86\u89e3\u51b3\u5de5\u4e1a\u4f01\u4e1a\u5728\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u5e94\u7528\u4e0a\u7684\u96be\u70b9\uff0c\u5382\u5546\u5bf9\u5de5\u4e1a\u4f01\u4e1a\u7684\u89e3\u51b3\u65b9\u6848\u5e94\u5305\u62ec\u4ee5\u4e0b\u4e09\u65b9\u9762\u5185\u5bb9\uff1a<\/p>\n<p>\u56fe6\uff1a\u5de5\u4e1a\u4f01\u4e1a\u6570\u636e\u79d1\u5b66\u4e0e\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u89e3\u51b3\u65b9\u6848\u8981\u70b9<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-11493\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/03\/1F3206145-7.jpg\" width=\"\" height=\"\" alt=\"\u81ea\u4e3bAI\u80fd\u529b\u52a0\u901f\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b | \u7231\u5206\u6790\u62a5\u544a\" \/><\/p>\n<p>1. 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decoding=\"async\" class=\"alignnone size-full wp-image-11494\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/03\/1F3205Z9-8.jpg\" width=\"\" height=\"\" alt=\"\u81ea\u4e3bAI\u80fd\u529b\u52a0\u901f\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b | \u7231\u5206\u6790\u62a5\u544a\" \/><\/p>\n<p>\u56fe8\uff1a\u5de5\u4e1a\u5927\u6570\u636e\u5206\u6790\u5efa\u6a21\u5e73\u53f0\u67b6\u6784\u793a\u610f\u56fe<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-11495\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2023\/03\/1F32024V-9.jpg\" width=\"\" height=\"\" alt=\"\u81ea\u4e3bAI\u80fd\u529b\u52a0\u901f\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b | \u7231\u5206\u6790\u62a5\u544a\" \/><\/p>\n<p>1. \u5de5\u4e1a\u5927\u6570\u636e\u5206\u6790\u5efa\u6a21\u5e73\u53f0\u67b6\u6784<\/p>\n<p>\u5de5\u4e1a\u5927\u6570\u636e\u5206\u6790\u5efa\u6a21\u5e73\u53f0\u5904\u4e8e\u77f3\u5316\u5de5\u4e1a\u4e92\u8054\u7f51\u7684\u5de5\u4e1aPaaS\u5c42\u3002\u67b6\u6784\u4e0a\uff0c\u5de5\u4e1a\u5927\u6570\u636e\u5206\u6790\u5efa\u6a21\u5e73\u53f0\u5206\u4e3a\u6570\u636e\u5206\u6790\u5f15\u64ce\u548c\u6570\u636e\u6a21\u578b\u7528\u6237\u7aef\u3002<\/p>\n<p>1\uff09\u6570\u636e\u5206\u6790\u5f15\u64ce<\/p>\n<p>\u6570\u636e\u5206\u6790\u5f15\u64ce\u5206\u4e3a\u5e95\u5c42\u67b6\u6784\u548c\u4e1a\u52a1\u67b6\u6784\u3002\u5e95\u5c42\u67b6\u6784\u7531Spark\u3001MongoDB\u3001Java 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