{"id":36609,"date":"2025-01-15T00:00:29","date_gmt":"2025-01-14T16:00:29","guid":{"rendered":"https:\/\/17aitech.com\/?p=36609"},"modified":"2025-01-15T00:00:29","modified_gmt":"2025-01-14T16:00:29","slug":"github%e8%b6%85%e7%81%ab%e5%bc%80%e5%8f%91%e8%80%85%e8%b7%af%e7%ba%bf%e5%9b%be%e5%ba%93%e6%9c%89ai%e5%ad%a6%e4%b9%a0%e8%b7%af%e7%ba%bf%e4%ba%86%ef%bc%81star%e6%95%b0%e8%bf%9130%e4%b8%87","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36609","title":{"rendered":"GitHub\u8d85\u706b\u5f00\u53d1\u8005\u8def\u7ebf\u56fe\u5e93\u6709AI\u5b66\u4e60\u8def\u7ebf\u4e86\uff01star\u6570\u8fd130\u4e07"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-11-4\" target=\"_blank\">GitHub\u8d85\u706b\u5f00\u53d1\u8005\u8def\u7ebf\u56fe\u5e93\u6709AI\u5b66\u4e60\u8def\u7ebf\u4e86\uff01star\u6570\u8fd130\u4e07<\/a><\/p>\n<section>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"14\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u5b66\u4e60 AI \u4e0d\u518d\u8ff7\u5931\u65b9\u5411\u3002<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<\/section>\n<p>AI \u5927\u65f6\u4ee3\uff0c\u6bcf\u5929\u90fd\u6709\u5c42\u51fa\u4e0d\u7a77\u7684\u65b0\u6280\u672f\u3001\u65b0\u65b9\u6cd5\u3001\u65b0\u6a21\u578b\u3001\u65b0\u5e94\u7528\u2026\u2026 \u60f3\u8981\u53bb\u5b66\u5374\u53c8\u4f3c\u4e4e\u65e0\u4ece\u4e0b\u624b\uff1f<\/p>\n<p>\u8fd9\u91cc\u6b63\u597d\u6709\u4e00\u4e2a\u4f60\u9700\u8981\u7684\u8d44\u6e90\uff1a<strong>\u5f00\u53d1\u8005\u8def\u7ebf\u56fe\u8d44\u6e90\u5e93\uff08developer-roadmap\uff09<\/strong>\uff01\u800c\u8fd9\u4e2a\u8d44\u6e90\u5e93\u4e2d\u6709\u7684\u8fd8\u4e0d\u4ec5\u4ec5\u662f\u8def\u7ebf\u56fe\uff0c\u8fd8\u6709\u90a3\u4e9b\u8def\u7ebf\u56fe\u4e2d\u6bcf\u4e00\u6b65\u4e2d\u6240\u9700\u7684\u8d44\u6e90\uff0c\u5305\u62ec\u8bba\u6587\/\u6587\u7ae0\u3001\u89c6\u9891\u3001\u6559\u7a0b\u3001\u4ee3\u7801\u3001\u793a\u4f8b\u7b49\u7b49\u3002\u771f\u7684\u662f\u4e0d\u4ec5\u8981\u9886\u4f60\u8fdb\u95e8\uff0c\u66f4\u8981\u628a\u4f60\u6559\u4f1a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8cce579c67e43151a31b08c0f5ac282c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8cce579c67e43151a31b08c0f5ac282c.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8d44\u6e90\u94fe\u63a5\uff1ahttps:\/\/github.com\/kamranahmedse\/developer-roadmap<\/section>\n<\/li>\n<li>\n<section>\u5b98\u7f51\uff1ahttps:\/\/roadmap.sh<\/section>\n<\/li>\n<\/ul>\n<p>\u81ea 2017 \u5e74\u5efa\u8bae\u4ee5\u6765\uff0c\u8fd9\u4e2a\u8d44\u6e90\u5e93\u5df2\u7ecf\u6536\u83b7\u4e86\u8d85\u8fc7 29.7 \u4e07 star\uff08\u662f GitHub \u4e0a star \u6570\u6392\u540d\u7b2c\u4e03\u7684\u9879\u76ee\uff09\uff0cfork \u6570\u4e5f\u8fbe\u5230\u4e86 3.91 \u4e07\u3002\u5176\u4e2d\u5305\u542b\u524d\u7aef\u3001\u540e\u7aef\u3001AI\u3001\u79fb\u52a8\u5e94\u7528\u5f00\u53d1\u3001\u7f51\u7edc\u5b89\u5168\u3001\u6280\u672f\u5199\u4f5c\u3001\u4ea4\u4e92\u8bbe\u8ba1\u7b49\u8bf8\u591a\u4e3b\u9898\u7684\u7b49\u8d85\u8fc7 50 \u4e2a\u8def\u7ebf\u56fe\uff0c\u5e76\u4e14\u8fd8\u6d89\u53ca\u4e0d\u540c\u7684\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5f08087f029f4109fa788823db03ec4f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5f08087f029f4109fa788823db03ec4f.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0c\u5176\u4e2d\u8fd8\u6709\u8bb8\u591a\u793e\u533a\u521b\u5efa\u7684\u8def\u7ebf\u56fe\uff0c\u5e76\u4e14\u4e5f\u652f\u6301\u7528\u6237\u521b\u5efa\u81ea\u5df1\u7684\u8def\u7ebf\u56fe\u3002\u8be5\u8d44\u6e90\u5e93\u53e6\u4e00\u4e2a\u6709\u8da3\u7684\u63a2\u7d22\u662f\u8ba9\u751f\u6210\u5f0f AI \u6765\u751f\u6210\u8def\u7ebf\u56fe\uff0c\u8fd9\u7c7b\u8def\u7ebf\u56fe\u5df2\u7ecf\u8d85\u8fc7 12 \u4e07\u4e2a\uff0c\u4f46\u6574\u4f53\u5e76\u4e0d\u5f88\u53d7\u6b22\u8fce\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3b2799f09538cec572b55b5a8c056019.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3b2799f09538cec572b55b5a8c056019.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 AI \u751f\u6210\u7684\u5927\u91cf\u8def\u7ebf\u56fe<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u51e0\u5e74\u6765\uff0c\u8be5\u8d44\u6e90\u5e93\u5e2e\u52a9\u4e86\u65e0\u6570\u5f00\u53d1\u8005\u89c4\u5212\u3001\u5f00\u59cb\u548c\u5b8c\u6210\u4e86\u81ea\u5df1\u7684\u5b66\u4e60\u751f\u6daf\u3002\u4e5f\u56e0\u6b64\uff0c\u8be5\u8d44\u6e90\u5e93\u591a\u5e74\u4ee5\u6765\u6536\u83b7\u4e86\u65e0\u6570\u8d5e\u8a89\uff0c\u4e5f\u7ecf\u5e38\u51fa\u73b0\u5728\u5404\u79cd\u300c\u5f00\u53d1\u8005\u5e94\u8be5\u5173\u6ce8\u7684 GitHub \u5e93\u300d\u699c\u5355\u4e0a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11de209e4f4a69b29280802f8c9531a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11de209e4f4a69b29280802f8c9531a7.png\"><\/a><\/section>\n<section>\u5f53\u7136\uff0c\u8fd9\u4e2a\u8d44\u6e90\u5e93\u4e5f\u8be5\u5165\u9009 AI \u5f00\u53d1\u8005\u5e94\u8be5\u5173\u6ce8\u7684\u699c\u5355\uff0c\u5176\u4e2d\u63d0\u4f9b\u7684\u76f8\u5173\u8def\u7ebf\u56fe\u5305\u62ec AI \u5de5\u7a0b\u5e08\u8def\u7ebf\u56fe\u3001AI \u4e0e\u6570\u636e\u79d1\u5b66\u5bb6\u8def\u7ebf\u56fe\u3001\u63d0\u793a\u8bcd\u5de5\u7a0b\u8def\u7ebf\u56fe\u3001MLOps \u8def\u7ebf\u56fe\u7b49\uff0c\u5f53\u7136\u8fd8\u6709\u66f4\u52a0\u57fa\u7840\u4e00\u4e9b\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u8def\u7ebf\u56fe\u548c Python \u8def\u7ebf\u56fe\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f688f1f2002246d015d79fa5e96899e2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f688f1f2002246d015d79fa5e96899e2.png\"><\/a><\/section>\n<ul>\n<li>\n<section>AI \u5de5\u7a0b\u5e08\u8def\u7ebf\u56fe\uff1ahttps:\/\/roadmap.sh\/ai-engineer<\/section>\n<\/li>\n<li>\n<section>AI \u4e0e\u6570\u636e\u79d1\u5b66\u5bb6\u8def\u7ebf\u56fe\uff1ahttps:\/\/roadmap.sh\/ai-data-scientist<\/section>\n<\/li>\n<li>\n<section>\u63d0\u793a\u8bcd\u5de5\u7a0b\u8def\u7ebf\u56fe\uff1ahttps:\/\/roadmap.sh\/prompt-engineering<\/section>\n<\/li>\n<li>\n<section>MLOps \u8def\u7ebf\u56fe\uff1ahttps:\/\/roadmap.sh\/mlops<\/section>\n<\/li>\n<li>\n<section>\u6570\u636e\u5206\u6790\u5e08\u8def\u7ebf\u56fe\uff1ahttps:\/\/roadmap.sh\/data-analyst<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u9664\u6b64\u4e4b\u5916\uff0c\u793e\u533a\u4e5f\u521b\u5efa\u4e86\u4e00\u4e9b\u4e0e AI \u76f8\u5173\u7684\u8def\u7ebf\u56fe\uff0c\u5305\u62ec LLM \u5de5\u7a0b\u5e08\u8def\u7ebf\u56fe\u3001\u751f\u6210\u5f0f AI\uff08GenAI\uff09\u8def\u7ebf\u56fe\u3001\u5546\u4e1a\u667a\u80fd\uff08BI\uff09\u8def\u7ebf\u56fe\u3001\u673a\u5668\u5b66\u4e60\u8def\u7ebf\u56fe\u7b49\u3002\u8be6\u89c1\u5176\u5b98\u7f51\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11d10bf005e19a095808d44048c837ee.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-11d10bf005e19a095808d44048c837ee.gif\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u793e\u533a\u521b\u5efa\u7684\u751f\u6210\u5f0f AI \u8def\u7ebf\u56fe\u6982\u89c8<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a\u8d44\u6e90\u5e93\u7684\u5efa\u7acb\u8005\u548c\u7ef4\u62a4\u8005 Kamran Ahmed \u662f\u82f1\u56fd\u7684\u4e00\u4f4d\u5f00\u53d1\u8005\uff0c\u4ed6\u5728 2017 \u5e74\u5f00\u59cb\u5efa\u7acb\u8fd9\u4e2a\u5e93\uff0c\u5e76\u8868\u793a\u8fd9\u662f\u300c\u4e00\u4e2a\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u5b66\u4e60\u8def\u5f84\u548c\u5176\u5b83\u89c6\u89c9\u5185\u5bb9\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u4e8b\u4e1a\u6210\u957f\u7684\u5e73\u53f0\u3002\u300d2022 \u5e74\uff0c\u4ed6\u5f00\u59cb\u5168\u804c\u8fd0\u8425\u8fd9\u4e2a\u8d44\u6e90\u5e93\uff08\u6240\u4ee5\u5176\u5b98\u7f51\u4e0a\u4e5f\u6709\u4e00\u4e9b\u4ed8\u8d39\u8d44\u6e90\uff09\u3002\u9664\u4e86\u8fd9\u4e2a\u8d44\u6e90\u5e93\uff0c\u4ed6\u8fd8\u5f00\u53d1\u4e86\u591a\u4e2a\u8f6f\u4ef6\u5de5\u5177\uff0c\u5305\u62ec\u4e00\u4e9b\u63d2\u4ef6\u548c\u5b9e\u7528\u5de5\u5177\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ad5ade91d49a38f002e69bdad3544fbd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ad5ade91d49a38f002e69bdad3544fbd.png\"><\/a><\/section>\n<section>\u4e0b\u9762\u6211\u4eec\u5c31\u4ee5 AI \u5de5\u7a0b\u5e08\u8def\u7ebf\u56fe\u4e3a\u4f8b\uff0c\u7b80\u5355\u5c55\u793a\u4e00\u4e0b\u5176\u7528\u6cd5\uff0c\u5176\u5b83\u8def\u7ebf\u56fe\u5c31\u7559\u7ed9\u7528\u6237\u81ea\u884c\u63a2\u7d22\u4e86\u3002<\/section>\n<section><\/section>\n<section><strong>\u6309\u56fe\u7d22\u9aa5\u6210\u4e3a AI \u5de5\u7a0b\u5e08<\/strong><\/section>\n<section><\/section>\n<section>\u9996\u5148\u53ef\u4ee5\u770b\u5230\uff0c\u8fd9\u4e2a\u8def\u7ebf\u56fe\u975e\u5e38\u957f\u3002\u8fd9\u4e5f\u8bf4\u660e\u4e86\u4e00\u70b9\uff0c\u8981\u6210\u4e3a\u4e00\u4f4d\u5408\u683c\u7684 AI \u5de5\u7a0b\u5e08\uff0c\u51b3\u975e\u671d\u5915\u4e4b\u529f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-dc98484c7c8ac1c2596c0e5ebceb689c.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-dc98484c7c8ac1c2596c0e5ebceb689c.gif\"><\/a><\/section>\n<section>\u4e00\u5f00\u59cb\uff0c\u4f60\u9700\u8981\u5bf9\u524d\u7aef\u3001\u540e\u7aef\u4ee5\u53ca\u5168\u6808\u5f00\u53d1\u7684\u77e5\u8bc6\u6709\u6240\u4e86\u89e3\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1762f626ef845a5d76ab035f5aabb81a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-1762f626ef845a5d76ab035f5aabb81a.png\"><\/a><\/section>\n<section>\u4e4b\u540e\uff0c\u4f60\u53ef\u4ee5\u7b80\u5355\u4e86\u89e3 AI \u5de5\u7a0b\u5e08\u7684\u6982\u5ff5\u4ee5\u53ca\u5de5\u4f5c\u5185\u5bb9\u3002\u540c\u65f6\u5c42\u5c42\u9012\u8fdb\u5b66\u4e60\u5404\u79cd\u57fa\u7840\u6982\u5ff5\u7684\u542b\u4e49\uff0c\u6bd4\u5982 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-466fceb2199876ee889259d4734c2366.png\"><\/a><\/section>\n<section>\u63a5\u4e0b\u6765\uff0c\u8be5\u8def\u7ebf\u56fe\u8fdb\u5165\u4e86\u4e86\u89e3\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u9636\u6bb5\u3002\u5728\u8fd9\u91cc\uff0c\u4f60\u80fd\u4e86\u89e3\u4ec0\u4e48\u662f\u9884\u8bad\u7ec3\u6a21\u578b\u53ca\u5176\u597d\u5904\u548c\u52a3\u52bf\u3002\u540c\u65f6\uff0c\u4f60\u4e5f\u53ef\u4ee5\u5f00\u59cb\u5c1d\u8bd5\u4f7f\u7528 OpenAI\u3001Anthropic \u548c\u8c37\u6b4c\u7b49\u63d0\u4f9b\u5546\u63d0\u4f9b\u7684\u73b0\u6210 AI \u670d\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u7136\uff0c\u76f8\u4fe1\u6211\u4eec\u7684\u8bfb\u8005\u5df2\u7ecf\u7ecf\u5386\u8fc7\u4e86\u4e0a\u9762\u5927\u90e8\u5206\u9636\u6bb5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-13001ceb971cdba85799ae494a7f5b8e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" 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