{"id":74792,"date":"2026-02-10T16:18:02","date_gmt":"2026-02-10T08:18:02","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/74792.html"},"modified":"2026-02-10T16:18:02","modified_gmt":"2026-02-10T08:18:02","slug":"ai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ba%94%e7%94%a8%e5%bc%80%e5%8f%91%e5%ad%a6%e4%b9%a0%e8%b7%af%e7%ba%bf%ef%bc%8cai%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ad%a6%e4%b9%a0%e8%b7%af%e7%ba%bf%ef%bc%8c%e9%9d%9e","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/74792.html","title":{"rendered":"ai\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u5b66\u4e60\u8def\u7ebf\uff0cAI\u5927\u6a21\u578b\u5b66\u4e60\u8def\u7ebf\uff0c\u975e\u5e38\u8be6\u7ec6\u53ea\u770b\u8fd9\u4e00\u7bc7\u5c31\u591f\u4e86\uff01\u884c\u52a8\u8f6c\u53d8\u547d\u8fd0\uff01"},"content":{"rendered":"<h6>1. 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Everybody\u201d\u7cfb\u5217\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5&#xff1a;\u7406\u89e3\u57fa\u672c\u7684\u6570\u636e\u7ed3\u6784&#xff08;\u5982\u6570\u7ec4\u3001\u94fe\u8868\u3001\u6811\u3001\u56fe&#xff09;\u548c\u7b97\u6cd5&#xff08;\u5982\u6392\u5e8f\u3001\u641c\u7d22\u3001\u52a8\u6001\u89c4\u5212&#xff09;\u3002<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u63a8\u8350\u8bfe\u7a0b&#xff1a;Coursera\u7684\u201cData Structures and Algorithms\u201d\u7cfb\u5217\u3001LeetCode\u8fdb\u884c\u7b97\u6cd5\u7ec3\u4e60\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6>2. \u5165\u95e8\u673a\u5668\u5b66\u4e60<\/h6>\n<h6>\u7406\u8bba\u5b66\u4e60<\/h6>\n<ul>\n<li>\n<p>\u7ecf\u5178\u4e66\u7c4d&#xff1a;<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u300a\u673a\u5668\u5b66\u4e60\u300b &#8211; \u5468\u5fd7\u534e<\/li>\n<li>\u300aPattern Recognition and Machine Learning\u300b &#8211; Christopher Bishop<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5728\u7ebf\u8bfe\u7a0b&#xff1a;<\/p>\n<\/li>\n<li>\n<ul>\n<li>Coursera\u7684\u201cMachine Learning\u201d\u8bfe\u7a0b&#xff08;Andrew Ng\u6559\u6388&#xff09;<\/li>\n<li>Udacity\u7684\u201cIntro to Machine Learning\u201d\u8bfe\u7a0b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6>\u5b9e\u8df5\u9879\u76ee<\/h6>\n<ul>\n<li>Kaggle&#xff1a;\u53c2\u52a0Kaggle\u7684\u5165\u95e8\u7ade\u8d5b&#xff0c;\u5b9e\u6218\u7ec3\u4e60\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002<\/li>\n<li>\u9879\u76ee\u5b9e\u73b0&#xff1a;\u5c1d\u8bd5\u5b9e\u73b0\u4e00\u4e9b\u7ecf\u5178\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5982\u7ebf\u6027\u56de\u5f52\u3001\u903b\u8f91\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u968f\u673a\u68ee\u6797\u7b49\u3002<\/li>\n<\/ul>\n<h6>3. \u6df1\u5165\u6df1\u5ea6\u5b66\u4e60<\/h6>\n<h6>\u7406\u8bba\u5b66\u4e60<\/h6>\n<ul>\n<li>\n<p>\u7ecf\u5178\u4e66\u7c4d&#xff1a;<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u300a\u6df1\u5ea6\u5b66\u4e60\u300b &#8211; Ian Goodfellow, Yoshua 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Coders\u201d\u8bfe\u7a0b<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6>\u5b9e\u8df5\u9879\u76ee<\/h6>\n<ul>\n<li>\n<p>\u6846\u67b6\u5b66\u4e60&#xff1a;\u5b66\u4e60\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u5982TensorFlow\u548cPyTorch\u3002<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u63a8\u8350\u8d44\u6e90&#xff1a;TensorFlow\u548cPyTorch\u7684\u5b98\u65b9\u6587\u6863\u548c\u6559\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5b9e\u73b0\u7ecf\u5178\u6a21\u578b&#xff1a;\u5c1d\u8bd5\u5b9e\u73b0\u4e00\u4e9b\u7ecf\u5178\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b&#xff0c;\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc&#xff08;CNN&#xff09;\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc&#xff08;RNN&#xff09;\u3001\u751f\u6210\u5bf9\u6297\u7f51\u7edc&#xff08;GAN&#xff09;\u7b49\u3002<\/p>\n<\/li>\n<\/ul>\n<h6>4. 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Face\u7684Transformers\u5e93&#xff0c;\u52a0\u8f7d\u548c\u5fae\u8c03\u9884\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u63a8\u8350\u8d44\u6e90&#xff1a;Hugging Face\u7684\u5b98\u65b9\u6559\u7a0b\u548c\u793a\u4f8b\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u9879\u76ee\u5b9e\u73b0&#xff1a;\u5c1d\u8bd5\u4f7f\u7528\u9884\u8bad\u7ec3\u6a21\u578b\u8fdb\u884c\u6587\u672c\u751f\u6210\u3001\u60c5\u611f\u5206\u6790\u3001\u95ee\u7b54\u7cfb\u7edf\u7b49\u4efb\u52a1\u3002<\/p>\n<\/li>\n<\/ul>\n<h6>5. \u8fdb\u9636\u4e0e\u5e94\u7528<\/h6>\n<h6>\u9ad8\u7ea7\u8bfe\u7a0b<\/h6>\n<ul>\n<li>\n<p>\u5f3a\u5316\u5b66\u4e60&#xff1a;\u6df1\u5165\u5b66\u4e60\u5f3a\u5316\u5b66\u4e60&#xff0c;\u7406\u89e3\u7b56\u7565\u4f18\u5316\u3001Q-learning\u7b49\u6982\u5ff5\u3002<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u63a8\u8350\u8bfe\u7a0b&#xff1a;Coursera\u7684\u201cReinforcement Learning Specialization\u201d\u8bfe\u7a0b\u3001Udacity\u7684\u201cDeep Reinforcement Learning\u201d\u8bfe\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8bba\u6587\u9605\u8bfb&#xff1a;\u5b9a\u671f\u9605\u8bfb\u6700\u65b0\u7684AI\u7814\u7a76\u8bba\u6587&#xff0c;\u8ddf\u8e2a\u9886\u57df\u524d\u6cbf\u3002<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u63a8\u8350\u8d44\u6e90&#xff1a;arXiv\u3001Google Scholar\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6>\u5b9e\u8df5\u9879\u76ee<\/h6>\n<ul>\n<li>\n<p>\u5f00\u6e90\u9879\u76ee&#xff1a;\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee&#xff0c;\u8d21\u732e\u4ee3\u7801&#xff0c;\u63d0\u5347\u5b9e\u6218\u80fd\u529b\u3002<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u63a8\u8350\u5e73\u53f0&#xff1a;GitHub\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5b9e\u6218\u5e94\u7528&#xff1a;\u5c1d\u8bd5\u5c06\u5927\u6a21\u578b\u5e94\u7528\u4e8e\u5b9e\u9645\u95ee\u9898&#xff0c;\u5982\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u80fd\u5ba2\u670d\u3001\u533b\u7597\u8bca\u65ad\u7b49\u3002<\/p>\n<\/li>\n<\/ul>\n<h6>6. 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