zixian2021/AI-interview-cards

zixian2021/AI-interview-cards has 1,354 GitHub stars and 116 forks. GitHot measured 0 stars in 24 hours. Last checked 2026-11-07 07:27 UTC. Last push 2023-08-13.

How these counts are measured

最完整的AI算法面试题目仓库，1000道，25个类目

1,354 stars 116 forks

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Net star changes over overlapping periods, not daily totals. Missing measurements are left blank. Stars measure attention, not software quality.

README.md

Original

2023.8.13更新：

增加所有中高级问题的QA，新增LLM专题面试QA！

结合面试与被面试的经验，手工整理，1000余道，20多个类目的深度学习&机器学习算法岗面试题目QA

机器学习：

贝叶斯
 K-means
线性回归
 逻辑回归
 PCA
随机森林
 支持向量机
 概率论
 特征工程
 降维

深度学习：

LLM

深度学习基础
 CNN
RNN Transformer
Model Evaluation
强化学习
 推荐系统
 数据处理
 Q-learning
网络优化
 系统设计
 NLP
CV
ASR/TTS
无监督学习
 多模态

如果觉得该仓库有益，欢迎关注我的微信公众号：苏坡爱豆

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