└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # 大厂大模型算法岗常考题汇总 2 | 3 | 大厂大模型算法岗常考题汇总 4 | 5 | ![](https://github.com/yang19527/AIGCInterview/blob/main/zsxq.jpg) 6 | 7 | 8 | ## 大模型算法岗 9 | 10 | ### 大模型算法岗面试经验 11 | 12 | - [说说我的实习面试历程，也许对你有帮助](https://mp.weixin.qq.com/s/4psrnFwGDriWrqAuiRFzTQ) 13 | - 百度篇 14 | - [【面试题】TPG - 文心一言团队 - 大模型 Agent](https://articles.zsxq.com/id_qkhwlk6c4a4m.html) 15 | - [【面试题解答】百度-NLP算法工程师面经 一面试题解答 （一）](https://mp.weixin.qq.com/s/-I0Yqvx7V8MAaNmffpwgNg) 16 | - [【面试题解答】说说百度大模型算法工程师面经 一面试题解答 （二）](https://mp.weixin.qq.com/s/pw2JaM08LFBHiJ6-deiDDA) 17 | - [【面试题解答】百度大模型算法工程师面经 一面试题解答 （三）](https://mp.weixin.qq.com/s/0b6F8lVC4f8WDL1WqCtsCQ) 18 | - [【面试题解答】百度大模型算法实习生面经 一面试题解答 （四）](https://mp.weixin.qq.com/s/w06OlQCR-OyApXPTe4xXwg) 19 | - [【面试题解答】百度大模型算法师 一面试题解答（五）](https://articles.zsxq.com/id_bdcfogwhvw3v.html) 20 | - [【面试题解答】百度-NLP算法工程师面经 一面试题解答（六）](https://articles.zsxq.com/id_shslztdb64md.html) 21 | - [【面试题解答】百度大模型算法工程师面经 一面试题解答（七）](https://articles.zsxq.com/id_0rqmazd02egi.html) 22 | - [说说百度大模型算法工程师（八）](https://articles.zsxq.com/id_qx93qww7jc0v.html) 23 | - [百度大模型算法工程师面经（九）](https://articles.zsxq.com/id_felc3jzcr429.html) 24 | - [百度大模型算法实习生面试题（十）](https://articles.zsxq.com/id_x3hc8wwn5srr.html) 25 | - [【面试题】百度大模型算法师 一面试题解答（十一）](https://articles.zsxq.com/id_9xmu8n64gv4v.html) 26 | - [【面试题】百度-NLP算法工程师面经（十二）](https://articles.zsxq.com/id_dvpaw9j150fk.html) 27 | - [【面试题解答】百度大模型算法工程师面经（十三）](https://articles.zsxq.com/id_jti1remv3zuz.html) 28 | - 美团篇 29 | - [【面试题解答】美团-大模型算法工程师面经一面试题解答 （一）](https://mp.weixin.qq.com/s/iu1M0T6rS-Fql6WLaR6BWw) 30 | - [【面试题解答】美团大模型算法面，凉凉！！！一面试题解答（二）](https://mp.weixin.qq.com/s/vICfFA-afHpeJT_85ggOBg) 31 | - [【面试题解答】面试美团大模型算法工程师，有点难！！！一面试题解答（三）](https://articles.zsxq.com/id_gk2h1woz1wsx.html) 32 | - [【面试题解答】 美团-大模型算法工程师-面经（四）](https://articles.zsxq.com/id_uutqmsltdame.html) 33 | - [【面试题解答】 美团-大模型算法工程师-面经（五）](https://articles.zsxq.com/id_pqgi7439hqgi.html) 34 | - [【面试题解答】 美团-大模型算法工程师-面经（六）](https://articles.zsxq.com/id_ok3cp9sgm36l.html) 35 | - [【面试题】美团-大模型算法工程师面经（七）](https://articles.zsxq.com/id_p448hw7irl1g.html) 36 | - [【面试题】面试美团大模型算法工程师，有点难！！！（八）](https://articles.zsxq.com/id_2f389bz71gzp.html) 37 | - [【面试题】 美团-大模型算法工程师面经（九）](https://articles.zsxq.com/id_koddxr0thc7w.html) 38 | - [【面试题】 美团-大模型算法工程师面经（十）](https://articles.zsxq.com/id_zwgszmgdhcnw.html) 39 | - [【面试题】 美团-大模型算法工程师面经（十一）](https://articles.zsxq.com/id_okqptx3a3blk.html) 40 | - [【面试题】美团-大模型（十二）](https://articles.zsxq.com/id_a5wsob5d0f1d.html) 41 | - 腾讯篇 42 | - [【面试题解答】腾讯大模型算法实习生面试题一面试题解答（一）](https://mp.weixin.qq.com/s/0Zri9lgggpv3kDnYz0KLlA) 43 | - [【面试题解答】腾讯 - 大模型算法工程师面试经验(二)](https://articles.zsxq.com/id_1t1c3m9r88zx.html) 44 | - [【面试题解答】腾讯 - 大模型算法工程师面试经验(三)](https://articles.zsxq.com/id_klq9qovlrz1q.html) 45 | - [【面试题】腾讯面经(四)](https://articles.zsxq.com/id_99xw3sd3nw53.html) 46 | - [【面试题】TEG - 混元大模型团队 - 大模型对齐(五)](https://articles.zsxq.com/id_5gf56hq1zurd.html) 47 | - 阿里篇 48 | - [【面试题】淘天集团 - 搜推智能产品事业部 - 多模态大模型(十五)](https://articles.zsxq.com/id_s5w5t9fadn71.html) 49 | - [【面试题】阿里云智能集团 - 阿里云智能 - 多模态大模型(十四)](https://articles.zsxq.com/id_z4lh51w5p6pu.html) 50 | - [【面试题】阿里集团 - 通义实验室 - 大语言模型 (十三)](https://articles.zsxq.com/id_przwh8dm7kgp.html) 51 | - [【面试题】阿里集团 - 国际数字商业集团 - AI Business - 视觉与多模态 (十二)](https://articles.zsxq.com/id_7k26ggsm67ai.html) 52 | - [【面试题】阿里集团 - 高德 - 数据算法部 - 大模型 (十一)](https://articles.zsxq.com/id_oklea4q3v3wg.html) 53 | - [【面试题解答】阿里大模型算法工程师一面试题解答（一）](https://mp.weixin.qq.com/s/Dy4ZMBREEnyqZDpN-70CaA) 54 | - [【面试题解答】阿里大模型算法工程师一面试题解答（二）](https://mp.weixin.qq.com/s/wzPSrjCeQzbRYyCumELI8A) 55 | - [【面试题解答】面试淘天集团大模型算法工程师, 开心到飞起！！！一面试题解答（三）](https://mp.weixin.qq.com/s/sI74FEJ_l9p9IUxbdtP3Og) 56 | - [【面试题解答】阿里大模型算法工程师面试小结一面试题解答（四）](https://mp.weixin.qq.com/s/ZWHO-MTIM7wbbfbqSW6-BA) 57 | - [【面试题解答】阿里智能NLP算法工程师 一面试题解答（五）](https://articles.zsxq.com/id_9i189sr06we1.html) 58 | - [【面试题解答】淘天阿里妈妈NLP算法工程师 一面试题解答（六）](https://articles.zsxq.com/id_avxan7ucbo04.html) 59 | - [【面试题】阿里-大模型算法工程师面试经验 (七)](https://articles.zsxq.com/id_a2vsjk21uc7q.html) 60 | - [【面试题】阿里斑马智行-NLP算法工程师面经 (八)](https://articles.zsxq.com/id_ipzs3nv7epnr.html) 61 | - [【面试题】淘天-NLP一面面经 (九)](https://articles.zsxq.com/id_to37021wwuad.html) 62 | - [【面试题】淘天-算法面经 (十)](https://articles.zsxq.com/id_tqw39w5p049q.html) 63 | - 高德篇 64 | - [【面试题】高德-大模型算法工程师面试经验](https://articles.zsxq.com/id_bw0nfjv9xlip.html) 65 | - 小米篇 66 | - [【面试题解答】小米-NLP算法工程师面试题 一面试题解答（一）](https://mp.weixin.qq.com/s/VcckvDf5anRHY90tN3aNlA) 67 | - [面试小米汽车，不想去，拒了offer。。。 一面试题解答（二）](https://articles.zsxq.com/id_9hf0n18p79ef.html) 68 | - 好未来篇 69 | - [【面试题解答】好未来-NLP算法工程师面经 一面试题解答（一）](https://mp.weixin.qq.com/s/vLzWzDzUswS7xlCNHKVAJw) 70 | - 拼多多 71 | - [【面试题】拼多多-算法工程师面经](https://articles.zsxq.com/id_cvb7hb9jb01e.html) 72 | - [【面试题】拼多多-算法面经（已OC)](https://articles.zsxq.com/id_wumkznv9v7mw.html) 73 | - 昆仑天工篇 74 | - [【面试题解答】昆仑天工大模型算法工程师 一面试题解答（一）](https://mp.weixin.qq.com/s/Zh55TYYX7KNrfqy0re9lcw) 75 | - [【面试题解答】昆仑天工大模型实习一面面试题解答（一）](https://articles.zsxq.com/id_sqxmtjiwih5g.html) 76 | - [【面试题解答】昆仑天工大模型算法工程师一面面试题解答（二）](https://articles.zsxq.com/id_wj8wk2nk3q3b.html) 77 | - 字节篇 78 | - [【面试题解答】字节大模型算法实习生 一面试题解答（一）](https://mp.weixin.qq.com/s/clUsv1kWe12dimqGG7Kxsg) 79 | - [【面试题解答】字节 大模型算法工程师 一面试题解答（二）](https://articles.zsxq.com/id_8zvqqqqzfaz2.html) 80 | - [【面试题解答】字节电商-NLP算法-实习面经一面面试题解答（三）](https://articles.zsxq.com/id_1ixpvgnoqh6f.html) 81 | - [【面试题解答】字节电商-大模型算法工程师-校招面经一面面试题解答（四）](https://articles.zsxq.com/id_9d3thce4ddga.html) 82 | - [【面试题】抖音-算法工程师面经](https://articles.zsxq.com/id_4x9f34tvt5jq.html) 83 | - [【面试题】快Star-大模型算法工程师面经](https://articles.zsxq.com/id_8vfflz61xswt.html) 84 | - [【面试题】快手-面经（已OC）](https://articles.zsxq.com/id_q9r6jms8ungu.html) 85 | - 快手篇 86 | - [【面试题解答】快手-大模型算法工程师-面经（一）](https://articles.zsxq.com/id_5oci4qtkqikd.html) 87 | - [【面试题解答】快手-nlp算法——面试题解答（二）](https://articles.zsxq.com/id_3rszxdv9mqkw.html) 88 | - 理想汽车篇 89 | - [【面试题解答】理想汽车大模型算法实习生 一面试题解答（一）](https://mp.weixin.qq.com/s/XqPVPdoXrVMh-RCCWzEYQA) 90 | - [【面试题解答】理想汽⻋-nlp算法——面试题解答（二）](https://articles.zsxq.com/id_itg60wsol60z.html) 91 | - 深信服篇 92 | - [【面试题解答】面试深信服大模型算法工程师, 秒过！！！ 一面试题解答（一）](https://mp.weixin.qq.com/s/UEBRGGIjSl93WZF2XSLRbQ) 93 | - 搜狐篇 94 | - [【面试题解答】搜狐大模型算法工程师 一面试题解答（一）](https://mp.weixin.qq.com/s/rF3qmqZTI5kH-x0w2wg9yQ) 95 | - 荣耀篇 96 | - [【面试题解答】荣耀NLP算法工程师 一面试题解答](https://articles.zsxq.com/id_6stzwsmvmuwo.html) 97 | - 华为篇 98 | - [【面试题解答】华为NLP算法工程师 一面试题解答](https://articles.zsxq.com/id_gq91st8w6evv.html) 99 | - [【面试题解答】华为 - 大模型算法工程师面试经验(一)](https://articles.zsxq.com/id_sk0smcfmzwzw.html) 100 | - [【面试题解答】华为 - 大模型算法工程师面试经验(二)](https://articles.zsxq.com/id_s74a7v8arnrz.html) 101 | - [【面试题解答】华为 - 大模型算法工程师面试经验(三)](https://articles.zsxq.com/id_4hpdl1qtzjj9.html) 102 | - 京东篇 103 | - [【面试题】京东 - 大模型算法工程师面试经验](https://articles.zsxq.com/id_nk6zo0rjgcjo.html) 104 | - [【面试题】京东-自然语言处理](https://articles.zsxq.com/id_x41el7joj3r8.html) 105 | - 蔚来 106 | - [【面试题】蔚来-大模型工程师（已HR面）](https://articles.zsxq.com/id_isnk5pb30pw2.html) 107 | - 作业帮 108 | - [【面试题】作业帮-大模型算法面经（已OC)](https://articles.zsxq.com/id_2alecsmwjaun.html) 109 | - 商汤 110 | - [【面试题解答】商汤 - 大模型算法工程师面试经验(一)](https://articles.zsxq.com/id_uoaceauo2w9j.html) 111 | - 微软 112 | - [【面试题解答】微软 - 大模型算法工程师面试经验(一)](https://articles.zsxq.com/id_0gjhz3ftz6ih.html) 113 | - 虾皮 114 | - [【面试题解答】虾皮 - 大模型算法工程师面试经验](https://articles.zsxq.com/id_p2nm8uilbul0.html) 115 | - SHEIN篇 116 | - [【面试题解答】SHEIN算法工程师 一面试题解答（一）](https://articles.zsxq.com/id_wrvx39b5psak.html) 117 | - [【面试题解答】SHEIN NLP算法工程师 一面试题解答（二）](https://articles.zsxq.com/id_suhnlptn7u25.html) 118 | - 科大讯飞篇 119 | - [【面试题解答】科大讯飞NLP大模型实习 一面试题解答](https://articles.zsxq.com/id_fxh9zctghg3p.html) 120 | - 网易篇 121 | - [【面试题解答】网易NLP大模型实习 一面试题解答](https://articles.zsxq.com/id_0u3j57q9f8r9.html) 122 | - 知乎篇 123 | - [【面试题解答】知乎 大模型算法工程师 一面试题解答](https://articles.zsxq.com/id_9ukhk7b7dw0q.html) 124 | - 58同城篇 125 | - [【面试题解答】58同城NLP算法工程师 一面试题解答](https://articles.zsxq.com/id_pu4rkwvh30zb.html) 126 | - 得物篇 127 | - [【面试题解答】得物NLP算法工程师 一面试题解答](https://articles.zsxq.com/id_d2h0wuwnrei5.html) 128 | - 小米篇 129 | - [【面试题解答】小米大模型实习一面面试题解答（一）](https://articles.zsxq.com/id_2o9d3lm51aw4.html) 130 | - [【面试题解答】小米-NLP算法工程师面试题一面面试题解答（二）](https://articles.zsxq.com/id_3p2w3rkfwb1b.html) 131 | - 商汤篇 132 | - [【面试题解答】商汤NLP算法工程师 实习一面面试题解答](https://articles.zsxq.com/id_al5qk07gq82e.html) 133 | - 手撕题篇 134 | - [算法工程师面试常考手撕题（更新）（一）](https://mp.weixin.qq.com/s/ATTTkcF8xMW5hC8ZSP0bGQ) 135 | - 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金山 346 | - [【面试题】金山 大模型算法工程师面试题](https://articles.zsxq.com/id_muckas6i6f9b.html) 347 | - 元象 348 | - [【面试题】元象 - 大模型算法工程师面试经验](https://articles.zsxq.com/id_wacsw3m2keww.html) 349 | - 拼多多 350 | - [【面试题】拼多多-大模型算法工程师面经](https://articles.zsxq.com/id_ww6b3tgwtrn2.html) 351 | - [【面试题】拼多多 2025届秋招 算法工程师](https://t.zsxq.com/qpU9H) 352 | - 商汤 353 | - [【面试题】商汤LLM-大模型面试](https://articles.zsxq.com/id_qm7hvzoew5vi.html) 354 | - [【面试题】商汤视频生成实习二面面经](https://articles.zsxq.com/id_qjcmqrpdl7cl.html) 355 | - [【面试题】商汤-大模型算法工程师面经](https://articles.zsxq.com/id_7ibmtmirwf9z.html) 356 | - 高德 357 | - [【面试题】 高德机器学习一面](https://articles.zsxq.com/id_sjd9a9x655b2.html) 358 | - 深信服 359 | - [【面试题】2025届就拿到校招offer了--深信服一面-三面](https://articles.zsxq.com/id_o0re0mmf3xph.html) 360 | - 大疆 361 | - [【面试题】大疆笔试-计算机视觉算法B卷-(1/3)单选题](https://articles.zsxq.com/id_ulhslduv4qxn.html) 362 | - [【面试题】大疆笔试-计算机视觉算法B卷(2/3)多选题](https://articles.zsxq.com/id_mzjs772j7aqz.html) 363 | - [【面试题】大疆笔试-计算机视觉算法B卷(3/3)判断题](https://articles.zsxq.com/id_urixripwj0h6.html) 364 | - 滴滴 365 | - [【面试题】 滴滴算法岗提前批一面，真的很出乎意料!](https://articles.zsxq.com/id_s1mt34euu960.html) 366 | - 好未来 367 | - [【面试题】好未来-大模型日常实习面经](https://articles.zsxq.com/id_dal90flk885f.html) 368 | - 其他 369 | - [【面试题】汇川集团-算法面经](https://articles.zsxq.com/id_hqg07ni4t6qc.html) 370 | - [【面试题】MiniMax大模型岗位面试经验](https://articles.zsxq.com/id_itgeo20oa5ch.html) 371 | - [【面试题】潞晨科技大模型岗位面试经验](https://articles.zsxq.com/id_lqrtk9gw09em.html) 372 | - [【面试题】夸克大模型岗位面试经验](https://articles.zsxq.com/id_zdwgdugqtsfv.html) 373 | - [【面试题】海康威视 大模型算法工程师面试题](https://articles.zsxq.com/id_3kd9r8ii9vod.html) 374 | - [【面试题】太初算法面试题汇总](https://articles.zsxq.com/id_hnsd2wqigw58.html) 375 | - [【面试题】长亭科技大模型算法工程师面试题](https://articles.zsxq.com/id_whqpje6ulknr.html) 376 | - [【面试题】SHEIN 算法面试题汇总](https://articles.zsxq.com/id_73whcf53adtj.html) 377 | - [【面试题】米哈游 - 大模型算法工程师面试经验（二）](https://articles.zsxq.com/id_bdvc7c4evb1g.html) 378 | - [【面试题】PayPal 算法岗面试题!!](https://articles.zsxq.com/id_4ter54xswmrw.html) 379 | - [【面试题】海康大数据算法实习面试](https://articles.zsxq.com/id_hw2wqrsw37zg.html) 380 | - [【面试题】 百川/好未来大模型面经](https://articles.zsxq.com/id_xqc4dk9he521.html) 381 | - [【面试题】影石NLP算法工程师一面面经](https://articles.zsxq.com/id_w0xht8h7dqlx.html) 382 | - [【面试题】元象 - 大模型算法工程师面试经验](https://articles.zsxq.com/id_rxhuqlrewkmw.html) 383 | 384 | ## 自动驾驶算法岗 385 | 386 | - 小米 387 | - [【面试题】小米-自动驾驶算法工程师面试经验](https://articles.zsxq.com/id_p4w2fwaf426q.html) 388 | - ponyai 389 | - [【面试题】ponyai-自动驾驶算法工程师面试经验](https://articles.zsxq.com/id_x1399guig75j.html) 390 | 391 | ## 机器视觉算法岗 392 | 393 | ### 机器视觉算法岗面试经验 394 | 395 | - [【面试题解答】字节CV算法工程师 一面试题解答](https://articles.zsxq.com/id_qpezbqfgrf68.html) 396 | - [【面试题解答】趣玩科技公司CV算法工程师 一面试题解答](https://articles.zsxq.com/id_8uwse8lntrjw.html) 397 | - [【面试题解答】百度 计算机视觉算法工程师 一面试题解答](https://articles.zsxq.com/id_vwferm5hslwg.html) 398 | - [【面试题解答】深信服CV算法工程师 一面试题解答](https://articles.zsxq.com/id_sjbzqbx29dbg.html) 399 | - [【面试题解答】美团 - 美团机器学习岗面试经验](https://articles.zsxq.com/id_3nhwabc30k5a.html) 400 | 401 | ### 机器视觉岗面试题（未包含答案） 402 | 403 | - [【面试题】商汤 大模型算法工程师面试题](https://articles.zsxq.com/id_pwfew7iub8dl.html) 404 | - [【面试题】蚂蚁金服 大模型算法工程师面试题](https://articles.zsxq.com/id_dtwpmz1t8dpm.html) 405 | - [【面试题】旷视 大模型算法工程师面试题](https://articles.zsxq.com/id_owth9rob3mxn.html) 406 | - [【面试题】拼多多计算机视觉算法一面，轻松拿捏!](https://articles.zsxq.com/id_wn5rpvemqf6p.html) 407 | 408 | ## 软件后台岗 409 | 410 | ### 软件后台岗面试经验 411 | 412 | - [【面试题】 腾讯teg架构平台-后端社招](https://articles.zsxq.com/id_jc1rldv30tnx.html) 413 | - [【面试题】小米Java社招一面](https://articles.zsxq.com/id_fww9d2cn06lr.html) 414 | - [【面试题】字节-财经部门后端一，二，三面](https://articles.zsxq.com/id_038cq51pe9ka.html) 415 | - [【面试题】淘天-阿里最好的业务部门-Java面试](https://articles.zsxq.com/id_hr679c9oon53.html) 416 | - [【面试题】腾讯-社招Java开发岗](https://articles.zsxq.com/id_1zo1oib8a93w.html) 417 | - [【面试题】腾讯面经](https://articles.zsxq.com/id_f53thcjl6urd.html) 418 | - [【面试题】字节tt-本地生活一面](https://articles.zsxq.com/id_xmmmaiclftq2.html) 419 | - [【面试题】字节跳动-暑期实习面经](https://articles.zsxq.com/id_1i5jbgaqd6vh.html) 420 | - [【面试题】字节-一面面经](https://articles.zsxq.com/id_hhzq9c3sw7pi.html) 421 | - [【面试题】小红书-Java搜索引擎部门](https://articles.zsxq.com/id_1w8xrknff906.html) 422 | - [【面试题解答】WXG 软件后台岗 一面试题解答](https://articles.zsxq.com/id_outg85cww9b2.html) 423 | - [【面试题】腾讯 - 一二三面 面经](https://t.zsxq.com/MrCpG) 424 | - [【面试题】拼多多-广告服务端后台开发一面](https://t.zsxq.com/jrgiX) 425 | - [【面试题】字节抖音直播后端校招一面](https://t.zsxq.com/WUAbY) 426 | - [【面试题】字节-后端实习二面](https://articles.zsxq.com/id_o2io6wu1dde9.html) 427 | - [【面试题】字节-飞书三面](https://articles.zsxq.com/id_4613v348q5jn.html) 428 | - [【面试题】字节Tik Tok-后端三面（已oc)](https://articles.zsxq.com/id_kemx15m1p1e9.html) 429 | - [【面试题】快手-支付中台二面](https://articles.zsxq.com/id_uvqw8ugel2vp.html) 430 | - [【面试题】京东-二面面经](https://articles.zsxq.com/id_r1bckgklcirj.html) 431 | - [【面试题】minmax面试](https://articles.zsxq.com/id_jrc1cga7u7vs.html) 432 | 433 | ## 测试开发工程师岗 434 | 435 | ### 测试开发工程师岗面试经验 436 | 437 | - [【面试题】小红书测开一面](https://t.zsxq.com/a8B1J) 438 | - [【面试题】理想-大模型测试研发一面](https://articles.zsxq.com/id_ksi9ewrxo057.html) 439 | - [【面试题】小代懂车帝测开一面](https://articles.zsxq.com/id_0bll7lqj91mk.html) 440 | - [【面试题】某游戏公司软件测试-社招](https://articles.zsxq.com/id_6oo7k76dpwew.html) 441 | 442 | ## 数据挖掘算法岗 443 | 444 | ### 数据挖掘算法岗面试经验 445 | 446 | - [【面试题解答】快手数据分析师 实习一面面试题解答](https://articles.zsxq.com/id_zp1w8u7auz8q.html) 447 | - [【面试题解答】字节数据科学算法师 实习一面试题解答](https://articles.zsxq.com/id_nr3be69603ov.html) 448 | - [【面试题解答】美团数据科学算法工程师 一面试题解答](https://articles.zsxq.com/id_jfan35s0krfu.html) 449 | - [【面试题解答】招银网科 数据科学算法工程师 一面试题解答](https://articles.zsxq.com/id_kzd8zlb7ixvq.html) 450 | - [【面试题解答】美团 数据挖掘算法工程师 一面试题解答](https://articles.zsxq.com/id_ft9jig0ifc1b.html) 451 | - [【面试题解答】快手数据科学算法工程师 一面试题解答](https://articles.zsxq.com/id_ltxfbw93kl61.html) 452 | - [【面试题解答】万物心选数据科学算法工程师 一面试题解答](https://articles.zsxq.com/id_oxfb9dpwl7nk.html) 453 | 454 | ### 数据挖掘算法岗岗面试题（未包含答案） 455 | 456 | - [【面试题】顺丰数据挖掘面试题汇总](https://articles.zsxq.com/id_ztks24z10fi0.html) 457 | - [【面试题】快手-机器学习算法工程师面经](https://articles.zsxq.com/id_896kwuzimqap.html) 458 | 459 | ## 推荐系统算法岗 460 | 461 | ### 推荐系统算法岗面试经验 462 | 463 | - [【面试题】shopee推荐算法面经](https://articles.zsxq.com/id_irlmvst4lt6w.html) 464 | - [【面试题】阿里-推荐算法岗实习面经](https://articles.zsxq.com/id_bp431h8cx76x.html) 465 | - [【面试题】百度-推荐算法岗实习面经](https://articles.zsxq.com/id_1u5jq2vtvux7.html) 466 | - [【面试题】百度-推荐算法岗实习面经](https://articles.zsxq.com/id_cdz1s0mwde2c.html) 467 | - [【面试题】抖音-推荐算法实习一面](https://articles.zsxq.com/id_p9xi153zeshr.html) 468 | - [【面试题】字节-番茄推荐算法实习一面](https://articles.zsxq.com/id_1n3wruwfnq36.html) 469 | - [【面试题解答】快手推荐算法实习 一面试题解答](https://articles.zsxq.com/id_8niblzqab9l1.html) 470 | - [【面试题】字节推荐算法一面面经](https://articles.zsxq.com/id_cgr46avlvmig.html) 471 | - [【面试题解答】联想 推荐系统算法工程师 一面试题解答](https://articles.zsxq.com/id_vnd8l0fvmkbz.html) 472 | - [【面试题】字节电商推荐](https://t.zsxq.com/h0hCM) 473 | - [【面试题】快手-推荐算法](https://t.zsxq.com/i3SZq) 474 | - [【面试题】美团-搜索推荐算法](https://t.zsxq.com/rxdvE) 475 | 476 | ## 广告算法岗 477 | 478 | ### 广告算法岗面试经验 479 | 480 | - [【面试题】快手-广告算法实习一面](https://articles.zsxq.com/id_snl65ejuasvj.html) 481 | - [【面试题】百度-广告算法暑期实习面试](https://articles.zsxq.com/id_sm0pvulwqujn.html) 482 | - [【面试题解答】快手广告算法工程师 一面试题解答](https://articles.zsxq.com/id_l57rcnp89hwj.html) 483 | - [【面试题】 快手商业化广告算法暑实习](https://articles.zsxq.com/id_uz0kxxxd6rxd.html) 484 | - [【面试题】腾讯-PCG搜索算法实习一面](https://articles.zsxq.com/id_4l4xwudmb3at.html) 485 | 486 | ## HR面常见面试题 487 | 488 | - 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