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SQL\u7528\u4e8e\u5927\u6570\u636e\u5206\u6790\u3002\u6570\u636e\u5206\u6790\u662f\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u4e13\u4e1a\u7684\u57fa\u7840&#xff0c;\u5728\u91d1\u878d\u3001\u533b\u7597\u3001\u7535\u5546\u7b49\u9886\u57df\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528&#xff0c;\u4f8b\u5982\u901a\u8fc7\u5206\u6790\u7528\u6237\u884c\u4e3a\u6570\u636e\u4f18\u5316\u4ea7\u54c1\u8bbe\u8ba1&#xff0c;\u901a\u8fc7\u5206\u6790\u9500\u552e\u6570\u636e\u9884\u6d4b\u5e02\u573a\u8d8b\u52bf\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024049-697582b1d8d30.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 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<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024050-697582b210163.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2003\u2003\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u4e13\u4e1a\u5b66\u751f\u5728\u9009\u62e9\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65b9\u5411\u65f6&#xff0c;\u53ef\u4ee5\u8003\u8651\u7814\u7a76\u7279\u5b9aNLP\u4efb\u52a1\u7684\u6539\u8fdb\u6216\u5e94\u7528\u3002\u4f8b\u5982&#xff0c;\u6539\u8fdbBERT\u6a21\u578b\u7528\u4e8e\u60c5\u611f\u5206\u6790&#xff0c;\u63d0\u9ad8\u5206\u6790\u51c6\u786e\u6027&#xff1b;\u6216\u8005\u6784\u5efa\u4e00\u4e2a\u57fa\u4e8eTransformer\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf&#xff0c;\u5b9e\u73b0\u591a\u8bed\u8a00\u7ffb\u8bd1\u3002\u5728\u6280\u672f\u9009\u578b\u4e0a&#xff0c;\u5efa\u8bae\u4f18\u5148\u5b66\u4e60Hugging Face Transformers\u5e93&#xff0c;\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u3002\u540c\u65f6&#xff0c;\u53ef\u4ee5\u5c1d\u8bd5\u5b66\u4e60\u4e00\u4e9bNLP\u57fa\u7840\u6280\u672f&#xff0c;\u5982\u8bcd\u5d4c\u5165\u3001\u8bcd\u6027\u6807\u6ce8\u7b49&#xff0c;\u4ee5\u7406\u89e3NLP\u7684\u5e95\u5c42\u539f\u7406\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f&#xff0c;\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u5f80\u5f80\u9700\u8981\u5927\u91cf\u7684\u6807\u6ce8\u6570\u636e&#xff0c;\u56e0\u6b64\u6570\u636e\u6807\u6ce8\u548c\u6570\u636e\u589e\u5f3a\u6280\u672f\u4e5f\u662f\u9700\u8981\u638c\u63e1\u7684\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u9886\u57df\u76f8\u5173\u7684\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u793a\u4f8b&#xff0c;\u5e0c\u671b\u80fd\u591f\u5e2e\u52a9\u540c\u5b66\u4eec\u66f4\u597d\u5730\u786e\u5b9a\u81ea\u5df1\u7684\u7814\u7a76\u8bfe\u9898&#xff1a;<\/p>\n<ul>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u4ee3\u7801\u51fd\u6570\u540d\u9884\u6d4b<\/li>\n<li>\u57fa\u4e8e\u591a\u4efb\u52a1\u5b66\u4e60\u7684\u81ea\u52a8\u4eba\u683c\u68c0\u6d4b\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u75be\u75c5\u77ed\u6587\u672c\u5206\u7c7b<\/li>\n<li>\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u89c6\u89c9\u573a\u666f\u7406\u89e3\u7cfb\u7edf\u7684<\/li>\n<li>\u57fa\u4e8e\u63d0\u793a\u5b66\u4e60\u7684\u5c11\u6807\u6ce8\u6587\u672c\u5206\u7c7b\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u85cf\u6587\u8bcd\u5411\u91cf\u8868\u793a\u6280\u672f<\/li>\n<li>\u57fa\u4e8e\u6ce8\u610f\u529b\u673a\u5236\u7684\u56fe\u50cf\u63cf\u8ff0\u751f\u6210\u6a21\u578b<\/li>\n<li>\u57fa\u4e8e\u589e\u91cf\u5b66\u4e60\u7684\u77e5\u8bc6\u5e93\u95ee\u7b54\u5173\u952e\u6280\u672f<\/li>\n<li>\u57fa\u4e8e\u591a\u91cd\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u9762\u7ea7\u60c5\u611f\u5206\u6790<\/li>\n<li>\u57fa\u4e8e\u4e2d\u6587\u8bc4\u8bba\u6316\u6398\u7684\u534f\u540c\u8fc7\u6ee4\u7b97\u6cd5\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u533b\u7597\u8206\u60c5\u5206\u6790\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u8bed\u4e49\u8c13\u8bcd\u4f18\u5316\u7684\u75be\u75c5\u56e0\u679c\u5173\u7cfb\u53d1\u73b0<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u7684\u4e8b\u5b9e\u68c0\u6d4b\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u56db\u5143\u7ec4\u62bd\u53d6\u7684\u65b9\u9762\u7ea7\u60c5\u611f\u5206\u6790\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u5de5\u4e1a\u672c\u4f53\u6784\u5efa\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u5143\u5b66\u4e60\u7684\u5c0f\u6837\u672c\u6587\u672c\u5206\u7c7b\u7b97\u6cd5\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8eBERT\u7684DNA\u7532\u57fa\u5316\u4f4d\u70b9\u9884\u6d4b<\/li>\n<li>\u57fa\u4e8e\u6570\u636e\u6316\u6398\u7cfb\u7edf\u7684\u4e8c\u6b21\u8bbe\u5907\u7f3a\u9677\u5206\u6790<\/li>\n<li>\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u589e\u5f3aBERT\u6a21\u578b\u7684\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u7f51\u7edc\u66b4\u529b\u8a00\u8bba\u68c0\u6d4b<\/li>\n<li>\u57fa\u4e8e\u7528\u6237\u8bc4\u8bba\u8bed\u4e49\u4fe1\u606f\u7684\u63a8\u8350\u7b97\u6cd5\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u4e2d\u6587\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u6a21\u578b<\/li>\n<li>\u57fa\u4e8e\u975e\u5e73\u8861\u6570\u636e\u7684\u82e5\u5e72\u81ea\u7136\u8bed\u8a00\u5904\u7406\u95ee\u9898<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u53ca\u77e5\u8bc6\u56fe\u8c31\u7684\u641c\u7d22\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u5987\u4ea7\u79d1\u8d85\u58f0\u8f85\u52a9\u8bca\u65ad\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8ePython\u7684\u7ebf\u6027B\u7ec6\u80de\u8868\u4f4d\u9884\u6d4b<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u7b80\u5386\u4fe1\u606f\u62bd\u53d6\u4e0e\u8bc6\u522b<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6784\u5efa\u5206\u5b50\u7b5b\u5408\u6210\u6570\u636e\u5e93<\/li>\n<li>\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u9759\u6001\u4e8c\u8fdb\u5236\u6f0f\u6d1e\u9884\u6d4b\u6280\u672f<\/li>\n<li>\u57fa\u4e8e\u591a\u4efb\u52a1\u5b66\u4e60\u7684\u4e2d\u6587\u5206\u8bcd\u5e8f\u5217\u6807\u6ce8\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u7684\u5b9e\u4f53\u5173\u7cfb\u62bd\u53d6\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u81ea\u6ce8\u610f\u529b\u548c\u77e5\u8bc6\u84b8\u998f\u7684\u5b9e\u4f53\u5173\u7cfb\u62bd\u53d6<\/li>\n<li>\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u4e0e\u53e5\u6cd5\u4fe1\u606f\u7684\u533b\u5b66\u5173\u7cfb\u62bd\u53d6<\/li>\n<li>\u57fa\u4e8e\u7f51\u7edc\u8f68\u8ff9\u7684\u65e0\u4eba\u673a\u98de\u63a7\u534f\u8bae\u9006\u5411\u5206\u6790<\/li>\n<li>\u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u7535\u5f71\u77e5\u8bc6\u5e93\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf<\/li>\n<li>\u57fa\u4e8e\u8bcd\u8054\u63a5\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6280\u672f\u53ca\u5176\u5e94\u7528<\/li>\n<li>\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7cf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<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024050-697582b2255c9.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u2003\u2003\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u4e13\u4e1a\u5b66\u751f\u5728\u9009\u62e9\u63a8\u8350\u7cfb\u7edf\u65b9\u5411\u65f6&#xff0c;\u53ef\u4ee5\u8003\u8651\u7814\u7a76\u7279\u5b9a\u63a8\u8350\u7b97\u6cd5\u7684\u6539\u8fdb\u6216\u5e94\u7528\u3002\u4f8b\u5982&#xff0c;\u6539\u8fdb\u534f\u540c\u8fc7\u6ee4\u7b97\u6cd5&#xff0c;\u89e3\u51b3\u51b7\u542f\u52a8\u95ee\u9898&#xff1b;\u6216\u8005\u6784\u5efa\u4e00\u4e2a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u63a8\u8350\u7cfb\u7edf&#xff0c;\u63d0\u9ad8\u63a8\u8350\u51c6\u786e\u6027\u3002\u5728\u6280\u672f\u9009\u578b\u4e0a&#xff0c;\u5efa\u8bae\u4f18\u5148\u5b66\u4e60Surprise\u5e93\u6216TensorFlow 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\u6d77\u6d6a\u5b66\u957f\u9879\u76ee\u793a\u4f8b&#xff1a; \u200b<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024050-697582b239fa4.png\" alt=\"\u76ee\u6807\u68c0\u6d4b\/\u8ba1\u7b97\u673a\u89c6\u89c9\/\u4eba\u5de5\u667a\u80fd\u4e13\u4e1a\/\u8ba1\u7b97\u673a\u4e13\u4e1a\/\u667a\u80fd\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u6307\u5bfc \u9009\u9898\u5efa\u8bae\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024050-697582b2c323c.jpg\" alt=\"web\u7ba1\u7406\u7cfb\u7edf\/\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u6307\u5bfc \u9009\u9898\u5efa\u8bae\/\u8ba1\u7b97\u673a\u9009\u9898\u63a8\u8350\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024051-697582b31863c.jpg\" alt=\"\u76ee\u6807\u68c0\u6d4b\/\u8ba1\u7b97\u673a\u89c6\u89c9\/\u4eba\u5de5\u667a\u80fd\u4e13\u4e1a\/\u8ba1\u7b97\u673a\u4e13\u4e1a\/\u667a\u80fd\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u6307\u5bfc \u9009\u9898\u5efa\u8bae\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024051-697582b367dd2.png\" alt=\"\u5927\u6570\u636e\u4e13\u4e1a\/\u6570\u636e\u5206\u6790\u53ef\u89c6\u5316\/\u6570\u636e\u79d1\u5b66\u4e0e\u5927\u6570\u636e\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u63a8\u8350 \u9009\u9898\u6307\u5bfc \u9009\u9898\u8868\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024051-697582b3d3d30.gif\" alt=\"\u76ee\u6807\u68c0\u6d4b\/\u8ba1\u7b97\u673a\u89c6\u89c9\/\u4eba\u5de5\u667a\u80fd\u4e13\u4e1a\/\u8ba1\u7b97\u673a\u4e13\u4e1a\/\u667a\u80fd\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u6307\u5bfc \u9009\u9898\u5efa\u8bae\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024052-697582b4626a0.png\" alt=\"\u7b97\u6cd5\u65b9\u5411\u6bd5\u4e1a\u8bbe\u8ba1\u9009\u9898\u63a8\u8350\/\u4eba\u5de5\u667a\u80fd\u4e13\u4e1a\/\u4fe1\u606f\u5b89\u5168\u4e13\u4e1a\/\u9009\u9898\u6307\u5bfc\u4e0e\u5efa\u8bae\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260125024052-697582b4e135a.png\" alt=\"\u4fe1\u606f\u5b89\u5168\u4e13\u4e1a\/\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\/\u5bc6\u7801\u79d1\u5b66\u4e0e\u6280\u672f\/\u7f51\u7edc\u4e0e\u4fe1\u606f\u5b89\u5168\/\u9009\u9898\u6307\u5bfc\u9047\u89c1\u4e00\" 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