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border='1'>\n<tr>\n<th colspan=\"2\" style=\"text-align: center; font-size: 20px;\"> AI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u6311\u6230\u8207\u89e3\u6c7a\u65b9\u6848 <\/th>\n<\/tr>\n<tr>\n<th>\u6311\u6230<\/th>\n<th>\u89e3\u6c7a\u65b9\u6848<\/th>\n<\/tr>\n<tr>\n<td>\u6578\u64da\u54c1\u8cea\u548c\u6578\u64da\u91cf\u4e0d\u8db3<\/td>\n<td>\u52a0\u5f37\u6578\u64da\u7684\u6536\u96c6\u548c\u6e05\u7406\uff1b\u5229\u7528\u751f\u6210\u5c0d\u6297\u7db2\u7d61\u6280\u8853\u751f\u6210\u5408\u6210\u6578\u64da<\/td>\n<\/tr>\n<tr>\n<td>\u96b1\u79c1\u548c\u5b89\u5168\u554f\u984c<\/td>\n<td>\u5be6\u65bd\u5f37\u5927\u7684\u6578\u64da\u5b89\u5168\u63aa\u65bd\uff1b\u9075\u5b88\u96b1\u79c1\u6cd5\u898f\u548c\u653f\u7b56\uff1b\u544a\u77e5\u7528\u6236\u6578\u64da\u4f7f\u7528\u76ee\u7684\u548c\u65b9\u6cd5<\/td>\n<\/tr>\n<tr>\n<td>\u7f3a\u4e4f\u5c08\u696d\u6280\u8853\u548c\u77e5\u8b58<\/td>\n<td>\u57f9\u8a13\u548c\u62db\u8058\u5c08\u696d\u4eba\u624d\uff1b\u5916\u5305\u6216\u4f7f\u7528AI\u6578\u64da\u5206\u6790\u5e73\u81fa<\/td>\n<\/tr>\n<tr>\n<td>\u502b\u7406\u548c\u6cd5\u5f8b\u554f\u984c<\/td>\n<td>\u5efa\u7acb\u502b\u7406\u6e96\u5247\u548c\u6cd5\u5f8b\u898f\u5b9a\uff1b\u653f\u5e9c\u548c\u76e3\u7ba1\u6a5f\u69cb\u5236\u5b9a\u76f8\u95dc\u653f\u7b56\u548c\u6cd5\u898f\uff1b\u4f01\u696d\u81ea\u6211\u76e3\u7763<\/td>\n<\/tr>\n<\/table>\n<h2>\u5275\u65b0\u6280\u8853\u548c\u5de5\u5177\u4f7fAI\u6578\u64da\u5206\u6790\u670d\u52d9\u66f4\u5f37\u5927<\/h2>\n<p>\u5728AI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u9818\u57df\u4e2d\uff0c\u5275\u65b0\u7684\u6280\u8853\u548c\u5de5\u5177\u4e0d\u65b7\u63a8\u9673\u51fa\u65b0\uff0c\u70ba\u4e86\u4f7f\u5176\u66f4\u52a0\u5f37\u5927\u4e26\u7b26\u5408\u4e0d\u65b7\u8b8a\u5316\u7684\u9700\u6c42\u3002\u9019\u4e9b\u6280\u8853\u548c\u5de5\u5177\u4e0d\u50c5\u80fd\u5920\u63d0\u4f9b\u66f4\u6e96\u78ba\u3001\u66f4\u5feb\u901f\u7684\u5206\u6790\u7d50\u679c\uff0c\u9084\u80fd\u5920\u63d0\u4f9b\u66f4\u8c50\u5bcc\u7684\u6578\u64da\u6d1e\u5bdf\u529b\u3002<\/p>\n<p>\u4e00\u500b\u95dc\u9375\u7684\u5275\u65b0\u662f\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u7684\u61c9\u7528\u3002\u9019\u4e9b\u6280\u8853\u53ef\u4ee5\u5e6b\u52a9AI\u6578\u64da\u5206\u6790\u670d\u52d9\u5f9e\u9f90\u5927\u7684\u6578\u64da\u4e2d\u81ea\u52d5\u5b78\u7fd2\u3001\u8fa8\u8b58\u6a21\u5f0f\u4e26\u63d0\u4f9b\u7cbe\u78ba\u7684\u9810\u6e2c\u3002\u4f8b\u5982\uff0c\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u53ef\u4ee5\u5f9e\u5716\u50cf\u6216\u6587\u672c\u4e2d\u8fa8\u8b58\u95dc\u9375\u5143\u7d20\uff0c\u4e26\u5f9e\u4e2d\u63d0\u53d6\u6709\u50f9\u503c\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u53e6\u4e00\u500b\u91cd\u8981\u7684\u5275\u65b0\u662f\u5927\u6578\u64da\u6280\u8853\u7684\u61c9\u7528\u3002\u96a8\u8457\u6578\u64da\u91cf\u7684\u7206\u70b8\u6027\u589e\u9577\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u9700\u8981\u6709\u6548\u5730\u8655\u7406\u548c\u5206\u6790\u5927\u91cf\u7684\u6578\u64da\u3002\u5927\u6578\u64da\u6280\u8853\u53ef\u4ee5\u5e6b\u52a9AI\u6578\u64da\u5206\u6790\u670d\u52d9\u5feb\u901f\u5730\u5f9e\u9f90\u5927\u7684\u6578\u64da\u96c6\u4e2d\u63d0\u53d6\u6709\u95dc\u806f\u7684\u4fe1\u606f\u548c\u6d1e\u5bdf\uff0c\u4e26\u9032\u884c\u9ad8\u6548\u7684\u5206\u6790\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5c0d\u65bcAI\u6578\u64da\u5206\u6790\u670d\u52d9\u4f86\u8aaa\uff0c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u6280\u8853\u4e5f\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u91cd\u8981\u3002NLP\u6280\u8853\u53ef\u4ee5\u5e6b\u52a9AI\u6578\u64da\u5206\u6790\u670d\u52d9\u5f9e\u6587\u672c\u6578\u64da\u4e2d\u63d0\u53d6\u6709\u50f9\u503c\u7684\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u901a\u904eNLP\u6280\u8853\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u53ef\u4ee5\u7406\u89e3\u4e26\u5206\u6790\u5927\u91cf\u7684\u5ba2\u6236\u8a55\u8ad6\u548c\u793e\u4ea4\u5a92\u9ad4\u5e16\u5b50\uff0c\u4e26\u63d0\u4f9b\u6709\u95dc\u7522\u54c1\u6216\u670d\u52d9\u7684\u6d1e\u5bdf\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u96f2\u8a08\u7b97\u6280\u8853\u7684\u9032\u6b65\u4e5f\u70baAI\u6578\u64da\u5206\u6790\u670d\u52d9\u5e36\u4f86\u4e86\u5de8\u5927\u7684\u597d\u8655\u3002\u901a\u904e\u4f7f\u7528\u96f2\u8a08\u7b97\u5e73\u81fa\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u53ef\u4ee5\u5feb\u901f\u4e14\u5f48\u6027\u5730\u64f4\u5c55\u5176\u8a08\u7b97\u548c\u5b58\u5132\u80fd\u529b\uff0c\u4ee5\u61c9\u5c0d\u65e5\u76ca\u589e\u9577\u7684\u6578\u64da\u8ca0\u8f09\u3002\u9019\u4f7f\u5f97\u4f01\u696d\u53ef\u4ee5\u66f4\u8f15\u9b06\u5730\u4f7f\u7528AI\u6578\u64da\u5206\u6790\u670d\u52d9\uff0c\u7121\u9700\u6295\u8cc7\u6602\u8cb4\u7684\u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n<p>\u7e3d\u800c\u8a00\u4e4b\uff0c\u5275\u65b0\u7684\u6280\u8853\u548c\u5de5\u5177\u4e0d\u65b7\u5730\u63a8\u52d5\u8457AI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u767c\u5c55\uff0c\u4f7f\u5176\u66f4\u52a0\u5f37\u5927\u548c\u9ad8\u6548\u3002\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u3001\u5927\u6578\u64da\u6280\u8853\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u96f2\u8a08\u7b97\u6280\u8853\u7b49\u90fd\u6210\u70ba\u4e86AI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u91cd\u8981\u7d44\u6210\u90e8\u5206\u3002\u96a8\u8457\u9019\u4e9b\u6280\u8853\u7684\u4e0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\u6df1\u5ea6\u5b78\u7fd2<\/h3>\n<p>\u6df1\u5ea6\u5b78\u7fd2\u662fAI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u91cd\u8981\u6280\u8853\u4e4b\u4e00\u3002\u5b83\u662f\u4e00\u7a2e\u6a21\u4eff\u4eba\u8166\u795e\u7d93\u7db2\u7d61\u7d50\u69cb\u548c\u904b\u4f5c\u65b9\u5f0f\u7684\u8a08\u7b97\u6a21\u578b\u3002\u900f\u904e\u6df1\u5ea6\u5b78\u7fd2\uff0cAI\u7cfb\u7d71\u80fd\u5920\u81ea\u52d5\u5730\u5f9e\u5927\u91cf\u7684\u6578\u64da\u4e2d\u5b78\u7fd2\u548c\u63d0\u53d6\u6709\u50f9\u503c\u7684\u7279\u5fb5\u3002\u9019\u7a2e\u6280\u8853\u5728\u5716\u50cf\u548c\u8a9e\u97f3\u8b58\u5225\uff0c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4ee5\u53ca\u63a8\u85a6\u7cfb\u7d71\u7b49\u9818\u57df\u53d6\u5f97\u4e86\u5de8\u5927\u7a81\u7834\uff0c\u70ba\u6578\u64da\u5206\u6790\u5e2b\u63d0\u4f9b\u4e86\u66f4\u6e96\u78ba\u548c\u5feb\u901f\u7684\u7d50\u679c\u3002<\/p>\n<h3>2. 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\u5f37\u5316\u5b78\u7fd2<\/h3>\n<p>\u5f37\u5316\u5b78\u7fd2\u662f\u4e00\u7a2e\u8b93\u6a5f\u5668\u901a\u904e\u8207\u74b0\u5883\u9032\u884c\u4e92\u52d5\u5b78\u7fd2\u7684\u6280\u8853\u3002\u5728AI\u6578\u64da\u5206\u6790\u670d\u52d9\u4e2d\uff0c\u5f37\u5316\u5b78\u7fd2\u80fd\u5920\u5e6b\u52a9\u7cfb\u7d71\u5f9e\u904e\u5f80\u7684\u6578\u64da\u4e2d\u7372\u53d6\u6700\u4f73\u7b56\u7565\u4e26\u4e0d\u65b7\u512a\u5316\u3002\u9019\u7a2e\u6280\u8853\u5728\u512a\u5316\u904b\u8f38\u8def\u7dda\u3001\u8cc7\u6e90\u5206\u914d\u548c\u98a8\u96aa\u7ba1\u7406\u7b49\u9818\u57df\u5c55\u73fe\u4e86\u5de8\u5927\u7684\u6f5b\u529b\uff0c\u5e6b\u52a9\u4f01\u696d\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002<\/p>\n<h3>4. 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href=\"https:\/\/cloud.google.com\/solutions\/smart-analytics\/?hl=zh-cn\" target=\"_blank\" rel=\"noopener\">\u53ef\u4ee5\u53c3\u8003 AI\u6578\u64da\u5206\u6790\u670d\u52d9<\/a><\/p>\n<h2>AI\u6578\u64da\u5206\u6790\u670d\u52d9\u7d50\u8ad6<\/h2>\n<p>\u5728\u9019\u500b\u6578\u64da\u7206\u70b8\u7684\u6642\u4ee3\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u5df2\u7d93\u6210\u70ba\u958b\u555f\u667a\u80fd\u6642\u4ee3\u6d1e\u898b\u4e4b\u9580\u7684\u95dc\u9375\u3002\u900f\u904eAI\u7684\u5f37\u5927\u8a08\u7b97\u80fd\u529b\u548c\u667a\u80fd\u7b97\u6cd5\uff0c\u4f01\u696d\u548c\u7d44\u7e54\u80fd\u5920\u5f9e\u6d77\u91cf\u6578\u64da\u4e2d\u6316\u6398\u51fa\u50f9\u503c\u6d1e\u898b\uff0c\u4e26\u4e14\u5728\u63a8\u52d5\u696d\u52d9\u6548\u76ca\u548c\u6c7a\u7b56\u512a\u5316\u65b9\u9762\u767c\u63ee\u95dc\u9375\u4f5c\u7528\u3002<\/p>\n<p>AI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u512a\u52e2\u548c\u61c9\u7528\u5834\u666f\u591a\u4e0d\u52dd\u6578\u3002\u5b83\u4e0d\u50c5\u80fd\u5920\u5e6b\u52a9\u4f01\u696d\u66f4\u597d\u5730\u77ad\u89e3\u5ba2\u6236\u9700\u6c42\uff0c\u63d0\u4f9b\u500b\u6027\u5316\u7684\u7522\u54c1\u548c\u670d\u52d9\uff0c\u9084\u80fd\u5920\u9810\u6e2c\u5e02\u5834\u8da8\u52e2\u3001\u512a\u5316\u751f\u7522\u6d41\u7a0b\u3001\u964d\u4f4e\u98a8\u96aa\u548c\u6210\u672c\u7b49\u3002\u540c\u6642\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u4e5f\u80fd\u5920\u5728\u91ab\u7642\u9818\u57df\u3001\u57ce\u5e02\u7ba1\u7406\u3001\u667a\u6167\u4ea4\u901a\u7b49\u5404\u500b\u9818\u57df\u5e36\u4f86\u986f\u8457\u6548\u76ca\u3002<\/p>\n<p>\u7136\u800c\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u4e5f\u9762\u81e8\u8457\u4e00\u4e9b\u6311\u6230\uff0c\u5982\u6578\u64da\u96b1\u79c1\u548c\u5b89\u5168\u6027\u554f\u984c\u3001\u6280\u8853\u4e0d\u65b7\u6f14\u9032\u5e36\u4f86\u7684\u6311\u6230\u3001\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u7684\u53ef\u89e3\u91cb\u6027\u7b49\u7b49\u3002\u70ba\u4e86\u61c9\u5c0d\u9019\u4e9b\u6311\u6230\uff0c\u6211\u5011\u9700\u8981\u4e0d\u65b7\u52a0\u5f37\u6578\u64da\u4fdd\u8b77\u548c\u96b1\u79c1\u63a7\u5236\uff0c\u52a0\u5f37\u6280\u8853\u7814\u7a76\u548c\u5275\u65b0\uff0c\u4ee5\u53ca\u767c\u5c55\u66f4\u53ef\u9760\u548c\u53ef\u4fe1\u7684AI\u7b97\u6cd5\u3002<\/p>\n<p>\u5e78\u904b\u7684\u662f\uff0c\u5275\u65b0\u7684\u6280\u8853\u548c\u5de5\u5177\u4f7f\u5f97AI\u6578\u64da\u5206\u6790\u670d\u52d9\u8b8a\u5f97\u66f4\u52a0\u5f37\u5927\u3002\u5f9e\u6a5f\u5668\u5b78\u7fd2\u5230\u6df1\u5ea6\u5b78\u7fd2\uff0c\u5f9e\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u5230\u5716\u50cf\u8b58\u5225\uff0c\u9019\u4e9b\u6280\u8853\u548c\u5de5\u5177\u70ba\u6211\u5011\u63d0\u4f9b\u4e86\u66f4\u8c50\u5bcc\u7684\u6578\u64da\u5206\u6790\u80fd\u529b\uff0c\u5e6b\u52a9\u6211\u5011\u66f4\u597d\u5730\u7406\u89e3\u548c\u5229\u7528\u6578\u64da\u3002<\/p>\n<p>\u6700\u5f8c\uff0c\u6211\u5011\u5fc5\u9808\u8a8d\u8b58\u5230AI\u6578\u64da\u5206\u6790\u670d\u52d9\u662f\u4e00\u500b\u4e0d\u65b7\u6f14\u9032\u7684\u9818\u57df\u3002\u96a8\u8457\u6280\u8853\u7684\u4e0d\u65b7\u767c\u5c55\u548c\u61c9\u7528\u7684\u6df1\u5165\uff0c\u6211\u5011\u53ef\u4ee5\u671f\u671bAI\u6578\u64da\u5206\u6790\u670d\u52d9\u5c07\u5728\u672a\u4f86\u7e7c\u7e8c\u5e36\u7d66\u6211\u5011\u66f4\u591a\u9a5a\u559c\u548c\u7a81\u7834\u3002\u6211\u5011\u61c9\u8a72\u4fdd\u6301\u958b\u653e\u7684\u601d\u7dad\u548c\u7a4d\u6975\u7684\u614b\u5ea6\uff0c\u4e0d\u65b7\u5b78\u7fd2\u548c\u63a2\u7d22\uff0c\u4ee5\u9069\u61c9\u5feb\u901f\u8b8a\u5316\u7684\u6578\u64da\u79d1\u5b78\u9818\u57df\u3002<\/p>\n<p>\u7e3d\u800c\u8a00\u4e4b\uff0cAI\u6578\u64da\u5206\u6790\u670d\u52d9\u5df2\u7d93\u6210\u70ba\u958b\u555f\u667a\u80fd\u6642\u4ee3\u7684\u6d1e\u898b\u4e4b\u9580\u3002\u5b83\u7684\u512a\u52e2\u3001\u61c9\u7528\u5834\u666f\u3001\u6311\u6230\u548c\u6280\u8853\u90fd\u503c\u5f97\u6211\u5011\u6df1\u5165\u77ad\u89e3\u548c\u63a2\u7d22\u3002\u8b93\u6211\u5011\u4e00\u540c\u8fce\u63a5\u9019\u500b\u6578\u64da\u9a45\u52d5\u7684\u65b0\u6642\u4ee3\uff0c\u767c\u63eeAI\u6578\u64da\u5206\u6790\u670d\u52d9\u7684\u6f5b\u529b\uff0c\u70ba\u6211\u5011\u7684\u751f\u6d3b\u548c\u5de5\u4f5c\u5e36\u4f86\u66f4\u5927\u7684\u50f9\u503c\u548c\u610f\u7fa9\u3002<\/p>\n<h2> 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