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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tongkangheng / ai-interview-cards Goto Github PK

ai-interview-cards's Introduction