{"id":359,"date":"2025-07-08T20:00:16","date_gmt":"2025-07-08T12:00:16","guid":{"rendered":"https:\/\/maobucv.com\/articles\/?p=359"},"modified":"2025-07-08T20:00:16","modified_gmt":"2025-07-08T12:00:16","slug":"%e7%ae%97%e6%b3%95%e5%b7%a5%e7%a8%8b%e5%b8%88%ef%bc%88%e8%b5%84%e6%b7%b1%ef%bc%89%e7%ae%80%e5%8e%86%e6%a8%a1%e6%9d%bf%e4%b8%8e%e5%88%9b%e4%bd%9c%e6%8c%87%e5%8d%97%ef%bc%9a%e4%bb%8e%e6%8a%80%e6%9c%af","status":"publish","type":"post","link":"https:\/\/maobucv.com\/articles\/2025\/07\/359\/","title":{"rendered":"\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff08\u8d44\u6df1\uff09\u7b80\u5386\u6a21\u677f\u4e0e\u521b\u4f5c\u6307\u5357\uff1a\u4ece\u6280\u672f\u6df1\u5ea6\u5230\u4e1a\u52a1\u4ef7\u503c\u7684\u5168\u7ef4\u5ea6\u5448\u73b0"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">\u4e2a\u4eba\u4fe1\u606f<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u59d3\u540d<\/strong>\uff1a\u9648\u660e<br><strong>\u8054\u7cfb\u7535\u8bdd<\/strong>\uff1a138-xxxx-xxxx<br><strong>\u90ae\u7bb1<\/strong>\uff1achenming.alg@xxx.com<br><strong>GitHub<\/strong>\uff1a<a href=\"https:\/\/github.com\/chenming-ml\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/chenming-ml<\/a>\uff08Star 2.3k+\uff0cContributor to 5 + \u5f00\u6e90\u9879\u76ee\uff09<br><strong>LinkedIn<\/strong>\uff1a<a href=\"https:\/\/linkedin.com\/in\/chenming-alg\" target=\"_blank\" rel=\"noreferrer noopener\">linkedin.com\/in\/chenming-alg<\/a><br><strong>\u5730\u5740<\/strong>\uff1a\u5317\u4eac\u5e02\u6d77\u6dc0\u533a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u804c\u4e1a\u6807\u7b7e<\/strong>\uff1a\u7b97\u6cd5\u4e13\u5bb6 | \u673a\u5668\u5b66\u4e60 \/ \u6df1\u5ea6\u5b66\u4e60 | \u8ba1\u7b97\u673a\u89c6\u89c9 \/ NLP | \u6280\u672f\u7ba1\u7406\uff085 \u4eba\u56e2\u961f\uff09 | 8 \u5e74\u7ecf\u9a8c<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u804c\u4e1a\u6982\u8ff0<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">8 \u5e74\u7b97\u6cd5\u7814\u53d1\u7ecf\u9a8c\uff0c\u4e13\u6ce8\u673a\u5668\u5b66\u4e60\u4e0e\u6df1\u5ea6\u5b66\u4e60\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u7684\u843d\u5730\uff0c\u4e3b\u5bfc 10 + \u6838\u5fc3\u9879\u76ee\u4ece 0 \u5230 1 \u4e0a\u7ebf\uff0c\u8986\u76d6\u91d1\u878d\u98ce\u63a7\u3001\u667a\u80fd\u63a8\u8350\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u573a\u666f\u3002\u64c5\u957f\u7b97\u6cd5\u9009\u578b\u3001\u5de5\u7a0b\u5316\u843d\u5730\u4e0e\u56e2\u961f\u7ba1\u7406\uff0c\u66fe\u5c06\u67d0\u91d1\u878d\u53cd\u6b3a\u8bc8\u6a21\u578b\u51c6\u786e\u7387\u63d0\u5347\u81f3 98.7%\uff0c\u5e74\u51cf\u5c11\u635f\u5931 1.2 \u4ebf\u5143\u3002\u719f\u6089 TensorFlow\/PyTorch \u7b49\u6846\u67b6\uff0c\u53d1\u8868 EI \u8bba\u6587 3 \u7bc7\uff0c\u7533\u8bf7\u53d1\u660e\u4e13\u5229 5 \u9879\uff0c\u4e3b\u5bfc\u642d\u5efa\u4f01\u4e1a\u7ea7\u7b97\u6cd5\u5e73\u53f0\uff0c\u652f\u6301\u65e5\u5747 10 \u4ebf\u6b21\u63a8\u7406\u8bf7\u6c42\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u6838\u5fc3\u6280\u80fd<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6280\u80fd\u7c7b\u522b<\/th><th>\u5177\u4f53\u80fd\u529b\uff08\u9644\u719f\u7ec3\u5ea6\uff09<\/th><th>\u9879\u76ee\u9a8c\u8bc1\u6848\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u7b97\u6cd5\u7406\u8bba<\/td><td>\u673a\u5668\u5b66\u4e60\uff08\u7cbe\u901a\uff09\uff1aLR\/XGBoost\/ \u968f\u673a\u68ee\u6797<\/td><td>\u91d1\u878d\u98ce\u63a7\u6a21\u578b\uff0cAUC \u8fbe 0.92<\/td><\/tr><tr><td><\/td><td>\u6df1\u5ea6\u5b66\u4e60\uff08\u7cbe\u901a\uff09\uff1aCNN\/RNN\/Transformer<\/td><td>\u56fe\u50cf\u8bc6\u522b\u6a21\u578b\uff0cTop-1 \u51c6\u786e\u7387 98.5%<\/td><\/tr><tr><td><\/td><td>\u5f3a\u5316\u5b66\u4e60\uff08\u719f\u7ec3\uff09\uff1aDQN\/PPO \u7b97\u6cd5<\/td><td>\u81ea\u52a8\u9a7e\u9a76\u51b3\u7b56\u6a21\u578b\uff0c\u4eff\u771f\u901a\u8fc7\u7387 89%<\/td><\/tr><tr><td>\u5de5\u7a0b\u80fd\u529b<\/td><td>\u7f16\u7a0b\u8bed\u8a00\uff1aPython\uff08\u7cbe\u901a\uff09\u3001C++\uff08\u719f\u7ec3\uff09<\/td><td>\u7b97\u6cd5\u5de5\u7a0b\u5316\uff0c\u63a8\u7406\u901f\u5ea6\u4f18\u5316 300%<\/td><\/tr><tr><td><\/td><td>\u6846\u67b6\u5de5\u5177\uff1aTensorFlow\/PyTorch\/Keras\uff08\u7cbe\u901a\uff09<\/td><td>\u642d\u5efa\u6a21\u578b\u8bad\u7ec3\u5e73\u53f0\uff0c\u652f\u6301 50 + \u5e76\u884c\u4efb\u52a1<\/td><\/tr><tr><td><\/td><td>\u5927\u6570\u636e\u5de5\u5177\uff1aSpark\/Flink\uff08\u719f\u7ec3\uff09<\/td><td>\u5904\u7406\u65e5\u5747 10TB \u6570\u636e\uff0c\u7279\u5f81\u5de5\u7a0b\u6548\u7387\u63d0\u5347 40%<\/td><\/tr><tr><td>\u4e1a\u52a1\u843d\u5730<\/td><td>\u91d1\u878d\u79d1\u6280\uff1a\u53cd\u6b3a\u8bc8 \/ \u4fe1\u7528\u8bc4\u5206<\/td><td>\u67d0\u94f6\u884c\u4fe1\u7528\u5361\u98ce\u63a7\u7cfb\u7edf\uff0c\u574f\u8d26\u7387\u4e0b\u964d 45%<\/td><\/tr><tr><td><\/td><td>\u8ba1\u7b97\u673a\u89c6\u89c9\uff1a\u76ee\u6807\u68c0\u6d4b \/ \u56fe\u50cf\u5206\u5272<\/td><td>\u5de5\u4e1a\u8d28\u68c0\u6a21\u578b\uff0c\u8bef\u68c0\u7387 &lt; 0.1%<\/td><\/tr><tr><td><\/td><td>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u6587\u672c\u5206\u7c7b \/ \u5b9e\u4f53\u8bc6\u522b<\/td><td>\u667a\u80fd\u5ba2\u670d\u610f\u56fe\u8bc6\u522b\uff0c\u51c6\u786e\u7387 91%<\/td><\/tr><tr><td>\u7ba1\u7406\u80fd\u529b<\/td><td>\u56e2\u961f\u7ba1\u7406\uff1a5 \u4eba\u7b97\u6cd5\u56e2\u961f\uff0c\u9879\u76ee\u4ea4\u4ed8\u7387 100%<\/td><td>\u5236\u5b9a\u300a\u7b97\u6cd5\u7814\u53d1 SOP\u300b\uff0c\u5f00\u53d1\u5468\u671f\u7f29\u77ed 30%<\/td><\/tr><tr><td><\/td><td>\u8de8\u90e8\u95e8\u534f\u4f5c\uff1a\u5bf9\u63a5\u4e1a\u52a1 \/ \u5de5\u7a0b \/ \u4ea7\u54c1\u56e2\u961f<\/td><td>\u63a8\u52a8 3 \u4e2a\u8de8\u90e8\u95e8\u9879\u76ee\u4e0a\u7ebf\uff0c\u7528\u6237\u6ee1\u610f\u5ea6 95%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u5de5\u4f5c\u7ecf\u5386<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u67d0\u5934\u90e8\u91d1\u878d\u79d1\u6280\u516c\u53f8 | \u7b97\u6cd5\u4e13\u5bb6 | 2020.03 &#8211; \u81f3\u4eca<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d1f\u8d23\u667a\u80fd\u98ce\u63a7\u7b97\u6cd5\u56e2\u961f\uff085 \u4eba\uff09\uff0c\u4e3b\u5bfc\u4fe1\u7528\u5361\u53cd\u6b3a\u8bc8\u3001\u4fe1\u7528\u8bc4\u5206\u7b49\u6838\u5fc3\u9879\u76ee\uff0c\u652f\u6491\u5e74\u4ea4\u6613\u989d\u8d85 500 \u4ebf\u5143<\/li>\n\n\n\n<li>\u642d\u5efa\u4f01\u4e1a\u7ea7\u7b97\u6cd5\u5e73\u53f0\uff0c\u96c6\u6210\u7279\u5f81\u5de5\u7a0b\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u5728\u7ebf\u63a8\u7406\u6a21\u5757\uff0c\u652f\u6301\u65e5\u5747 10 \u4ebf\u6b21\u6a21\u578b\u8c03\u7528\uff0c\u63a8\u7406\u5ef6\u8fdf &lt; 50ms<\/li>\n\n\n\n<li>\u521b\u65b0\u5e94\u7528\u8054\u90a6\u5b66\u4e60\u6280\u672f\uff0c\u8054\u5408 3 \u5bb6\u94f6\u884c\u6784\u5efa\u8de8\u673a\u6784\u98ce\u63a7\u6a21\u578b\uff0cAUC \u8fbe 0.91\uff0c\u901a\u8fc7\u592e\u884c\u79d1\u6280\u53f8\u9a8c\u6536<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u67d0\u81ea\u52a8\u9a7e\u9a76\u521d\u521b\u516c\u53f8 | \u8d44\u6df1\u7b97\u6cd5\u5de5\u7a0b\u5e08 | 2017.06-2020.02<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d1f\u8d23 L4 \u7ea7\u81ea\u52a8\u9a7e\u9a76\u51b3\u7b56\u89c4\u5212\u7b97\u6cd5\u7814\u53d1\uff0c\u8bbe\u8ba1\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u884c\u4e3a\u9884\u6d4b\u6a21\u578b\uff0c\u4eff\u771f\u6d4b\u8bd5\u901a\u8fc7\u7387\u63d0\u5347\u81f3 89%<\/li>\n\n\n\n<li>\u4f18\u5316\u611f\u77e5\u7b97\u6cd5\u5de5\u7a0b\u5316\u6d41\u7a0b\uff0c\u5c06\u6a21\u578b\u63a8\u7406\u901f\u5ea6\u4ece 200ms \u4f18\u5316\u81f3 30ms\uff0c\u6ee1\u8db3\u5b9e\u65f6\u6027\u8981\u6c42<\/li>\n\n\n\n<li>\u4e3b\u5bfc\u4e0e\u67d0\u8f66\u4f01\u5408\u4f5c\u9879\u76ee\uff0c\u5b8c\u6210\u7b97\u6cd5\u90e8\u7f72\u4e0e\u8f66\u89c4\u7ea7\u9a8c\u8bc1\uff0c\u83b7 2019 \u5e74\u5ea6 &#8220;\u6280\u672f\u7a81\u7834\u5956&#8221;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u67d0\u4e92\u8054\u7f51\u5927\u5382 | \u7b97\u6cd5\u5de5\u7a0b\u5e08 | 2015.07-2017.05<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53c2\u4e0e\u7535\u5546\u63a8\u8350\u7cfb\u7edf\u7814\u53d1\uff0c\u8bbe\u8ba1\u591a\u76ee\u6807\u6392\u5e8f\u7b97\u6cd5\uff0cCTR \u63d0\u5347 18%\uff0cGMV \u589e\u957f 2.3 \u4ebf\u5143 \/ \u5e74<\/li>\n\n\n\n<li>\u642d\u5efa AB \u6d4b\u8bd5\u5e73\u53f0\uff0c\u652f\u6301\u65e5\u5747 50 + \u7b97\u6cd5\u5b9e\u9a8c\uff0c\u5b9e\u9a8c\u5468\u671f\u4ece 7 \u5929\u7f29\u77ed\u81f3 2 \u5929<\/li>\n\n\n\n<li>\u4f18\u5316\u7528\u6237\u753b\u50cf\u7cfb\u7edf\uff0c\u65b0\u589e 100 + \u7279\u5f81\uff0c\u7528\u6237\u7559\u5b58\u7387\u63d0\u5347 12%<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6838\u5fc3\u9879\u76ee\u7ecf\u9a8c<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9879\u76ee\u4e00\uff1a\u4fe1\u7528\u5361\u5b9e\u65f6\u53cd\u6b3a\u8bc8\u7cfb\u7edf\uff082022.05-2023.03\uff09<\/strong><br><strong>\u80cc\u666f<\/strong>\uff1a\u67d0\u94f6\u884c\u4fe1\u7528\u5361\u6b3a\u8bc8\u4ea4\u6613\u6708\u5747\u635f\u5931\u8d85 1000 \u4e07\u5143\uff0c\u4f20\u7edf\u89c4\u5219\u5f15\u64ce\u6f0f\u68c0\u7387\u8fbe 15%<br><strong>\u804c\u8d23<\/strong>\uff1a\u9879\u76ee\u8d1f\u8d23\u4eba\uff0c\u4e3b\u5bfc\u7b97\u6cd5\u8bbe\u8ba1\u3001\u56e2\u961f\u7ba1\u7406\u4e0e\u4e0a\u7ebf\u4ea4\u4ed8<br><strong>\u6280\u672f\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u5c42\uff1a\u5904\u7406 3 \u5e74\u4ea4\u6613\u6570\u636e\uff0810 \u4ebf + \u6837\u672c\uff09\uff0c\u6784\u5efa 500 + \u7ef4\u5ea6\u7279\u5f81\uff0c\u4f7f\u7528 Spark \u5206\u5e03\u5f0f\u8bad\u7ec3<\/li>\n\n\n\n<li>\u6a21\u578b\u5c42\uff1a\u8bbe\u8ba1 &#8220;\u89c4\u5219 + \u6a21\u578b&#8221; \u6df7\u5408\u67b6\u6784\uff0c\u57fa\u7840\u6a21\u578b\u7528 XGBoost\uff08AUC 0.92\uff09\uff0c\u5b9e\u65f6\u6a21\u578b\u7528 LightGBM\uff08\u63a8\u7406 10ms\uff09<\/li>\n\n\n\n<li>\u5de5\u7a0b\u5c42\uff1a\u57fa\u4e8e K8s \u90e8\u7f72\u6a21\u578b\uff0c\u652f\u6301\u6bcf\u79d2 2000 + \u8bf7\u6c42\uff0c\u8c03\u7528\u6210\u529f\u7387 99.99%<br><strong>\u6210\u679c<\/strong>\uff1a<\/li>\n\n\n\n<li>\u6b3a\u8bc8\u8bc6\u522b\u51c6\u786e\u7387 98.7%\uff0c\u6f0f\u68c0\u7387\u964d\u81f3 2.3%\uff0c\u5e74\u51cf\u5c11\u635f\u5931 1.2 \u4ebf\u5143<\/li>\n\n\n\n<li>\u83b7\u94f6\u884c\u603b\u884c &#8220;\u5e74\u5ea6\u521b\u65b0\u9879\u76ee&#8221;\uff0c\u88ab 3 \u5bb6\u5206\u884c\u590d\u7528<\/li>\n\n\n\n<li>\u732b\u6b65\u7b80\u5386\u4f18\u5316\u70b9\uff1a\u4f7f\u7528 &#8220;AI \u8bca\u65ad&#8221; \u8865\u5145 &#8220;\u7279\u5f81\u91cd\u8981\u6027\u5206\u6790&#8221; \u6a21\u5757\uff0c\u7a81\u51fa &#8220;\u7279\u5f81\u4ea4\u53c9\u7b56\u7565\u4f7f\u53ec\u56de\u7387\u63d0\u5347 25%&#8221;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9879\u76ee\u4e8c\uff1a\u5de5\u4e1a\u8d28\u68c0\u56fe\u50cf\u8bc6\u522b\u7cfb\u7edf\uff082021.08-2022.04\uff09<\/strong><br><strong>\u80cc\u666f<\/strong>\uff1a\u67d0\u7535\u5b50\u5382\u4eba\u5de5\u8d28\u68c0\u6548\u7387\u4f4e\uff08500 \u4ef6 \/ \u5929\uff09\uff0c\u8bef\u68c0\u7387 10%\uff0c\u5ba2\u8bc9\u7387\u9ad8<br><strong>\u804c\u8d23<\/strong>\uff1a\u7b97\u6cd5\u8d1f\u8d23\u4eba\uff0c\u8d1f\u8d23\u6a21\u578b\u7814\u53d1\u4e0e\u5de5\u7a0b\u5316\u843d\u5730<br><strong>\u6280\u672f\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u5c42\uff1a\u6784\u5efa 10 \u4e07 + \u7f3a\u9677\u6837\u672c\u5e93\uff0c\u4f7f\u7528 StyleGAN \u6570\u636e\u589e\u5f3a\uff0c\u6837\u672c\u591a\u6837\u6027\u63d0\u5347 3 \u500d<\/li>\n\n\n\n<li>\u6a21\u578b\u5c42\uff1a\u6539\u8fdb YOLOv5\uff0c\u52a0\u5165\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5c0f\u76ee\u6807\u68c0\u6d4b\u51c6\u786e\u7387\u63d0\u5347 18%<\/li>\n\n\n\n<li>\u90e8\u7f72\u5c42\uff1a\u6a21\u578b\u91cf\u5316\u538b\u7f29\u81f3 1\/5 \u5927\u5c0f\uff0c\u90e8\u7f72\u5728\u8fb9\u7f18\u8bbe\u5907\uff0c\u5355\u5f20\u56fe\u7247\u68c0\u6d4b\u65f6\u95f4 &lt; 200ms<br><strong>\u6210\u679c<\/strong>\uff1a<\/li>\n\n\n\n<li>\u8d28\u68c0\u6548\u7387\u63d0\u5347\u81f3 5000 \u4ef6 \/ \u5929\uff0c\u8bef\u68c0\u7387 &lt; 0.1%\uff0c\u5e74\u8282\u7701\u4eba\u529b\u6210\u672c 300 \u4e07\u5143<\/li>\n\n\n\n<li>\u7533\u8bf7\u53d1\u660e\u4e13\u5229 2 \u9879\uff08\u300a\u4e00\u79cd\u7535\u5b50\u5143\u4ef6\u7f3a\u9677\u68c0\u6d4b\u65b9\u6cd5\u300b\u300a\u57fa\u4e8e\u6ce8\u610f\u529b\u673a\u5236\u7684\u5c0f\u76ee\u6807\u8bc6\u522b\u6a21\u578b\u300b\uff09<\/li>\n\n\n\n<li>\u732b\u6b65\u529f\u80fd\u5e94\u7528\uff1a\u901a\u8fc7 &#8220;\u63d2\u5165\u4efb\u610f\u6a21\u5757&#8221; \u6dfb\u52a0 &#8220;\u6a21\u578b\u538b\u7f29\u5bf9\u6bd4\u8868&#8221;\uff0c\u53ef\u89c6\u5316\u6a21\u578b\u4f18\u5316\u8fc7\u7a0b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9879\u76ee\u4e09\uff1a\u81ea\u52a8\u9a7e\u9a76\u51b3\u7b56\u89c4\u5212\u7cfb\u7edf\uff082018.10-2019.07\uff09<\/strong><br><strong>\u80cc\u666f<\/strong>\uff1a\u81ea\u52a8\u9a7e\u9a76\u8f66\u8f86\u5728\u590d\u6742\u8def\u53e3\uff08\u65e0\u4fdd\u62a4\u5de6\u8f6c\uff09\u901a\u8fc7\u7387\u4ec5 60%\uff0c\u6613\u53d1\u751f\u5250\u8e6d<br><strong>\u804c\u8d23<\/strong>\uff1a\u6838\u5fc3\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff0c\u8d1f\u8d23\u884c\u4e3a\u9884\u6d4b\u4e0e\u8def\u5f84\u89c4\u5212\u6a21\u5757<br><strong>\u6280\u672f\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9884\u6d4b\u5c42\uff1a\u7528 Graph Neural Network \u9884\u6d4b\u5468\u56f4\u8f66\u8f86\u8f68\u8ff9\uff0c\u51c6\u786e\u7387 85%\uff083 \u79d2\u5185\uff09<\/li>\n\n\n\n<li>\u51b3\u7b56\u5c42\uff1a\u57fa\u4e8e PPO \u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u8bad\u7ec3 10 \u4e07 + \u4eff\u771f\u573a\u666f\uff0c\u590d\u6742\u8def\u53e3\u901a\u8fc7\u7387\u63d0\u5347\u81f3 92%<\/li>\n\n\n\n<li>\u5de5\u7a0b\u5c42\uff1aC++ \u91cd\u6784\u6838\u5fc3\u6a21\u5757\uff0c\u8ba1\u7b97\u8017\u65f6\u4ece 500ms \u964d\u81f3 50ms<br><strong>\u6210\u679c<\/strong>\uff1a<\/li>\n\n\n\n<li>\u5b9e\u8f66\u6d4b\u8bd5\u901a\u8fc7\u590d\u6742\u8def\u53e3 98 \u6b21 \/ 100 \u6b21\uff0c\u65e0\u78b0\u649e\u8bb0\u5f55<\/li>\n\n\n\n<li>\u652f\u6491\u516c\u53f8\u83b7\u5f97\u81ea\u52a8\u9a7e\u9a76\u8def\u6d4b\u724c\u7167\uff0c\u4e0e\u67d0\u8f66\u4f01\u8fbe\u6210 2000 \u4e07\u5143\u5408\u4f5c<\/li>\n\n\n\n<li>\u732b\u6b65\u4f18\u5316\uff1aAI \u6da6\u8272\u5c06 &#8220;\u6a21\u578b\u8bad\u7ec3&#8221; 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\u8d5b\u9053 Top 5%<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u6559\u80b2\u80cc\u666f<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6e05\u534e\u5927\u5b66 | \u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f | \u7855\u58eb | 2013.09-2015.06<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7814\u7a76\u65b9\u5411\uff1a\u673a\u5668\u5b66\u4e60\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9<\/li>\n\n\n\n<li>thesis\uff1a\u300a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u56fe\u50cf\u5206\u5272\u7b97\u6cd5\u7814\u7a76\u300b\uff08\u4f18\u79c0\u6bd5\u4e1a\u8bba\u6587\uff09<\/li>\n\n\n\n<li>\u8bfe\u7a0b\uff1a\u9ad8\u7ea7\u673a\u5668\u5b66\u4e60\uff0895\uff09\u3001\u6a21\u5f0f\u8bc6\u522b\uff0892\uff09\u3001\u795e\u7ecf\u7f51\u7edc\uff0890\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u54c8\u5c14\u6ee8\u5de5\u4e1a\u5927\u5b66 | \u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f | \u672c\u79d1 | 2009.09-2013.06<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GPA\uff1a3.8\/4.0\uff08\u4e13\u4e1a\u524d 5%\uff09<\/li>\n\n\n\n<li>\u83b7\u5956\uff1a\u56fd\u5bb6\u5956\u5b66\u91d1\uff082 \u6b21\uff09\u3001\u6821\u7ea7\u4f18\u79c0\u6bd5\u4e1a\u751f<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u9644\u52a0\u4fe1\u606f<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f00\u6e90\u8d21\u732e<\/strong>\uff1a\u4e3a PyTorch \u5b98\u65b9\u4ed3\u5e93\u63d0\u4ea4 3 \u6b21 PR\uff08\u5df2\u5408\u5e76\uff09\uff0c\u7ef4\u62a4\u4e2a\u4eba\u5f00\u6e90\u9879\u76ee\u300a\u5de5\u4e1a\u8d28\u68c0\u7b97\u6cd5\u5e93\u300b\uff08GitHub Star 1.2k\uff09<\/li>\n\n\n\n<li><strong>\u6280\u672f\u535a\u5ba2<\/strong>\uff1a\u77e5\u4e4e\u4e13\u680f\u300a\u7b97\u6cd5\u843d\u5730\u5b9e\u6218\u300b\uff08\u7c89\u4e1d 5k+\uff0c\u5355\u7bc7\u6700\u9ad8\u9605\u8bfb 10 \u4e07 +\uff09<\/li>\n\n\n\n<li><strong>\u6280\u80fd\u8bc1\u4e66<\/strong>\uff1aTensorFlow Developer Certificate\u3001AWS Certified Machine Learning &#8211; 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