AI Agent Skills

Code Repository for Machine Learning with PyTorch and Scikit-Learn

The "Python Machine Learning (2nd edition)" book code repository and info resource

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

The "Python Machine Learning (1st edition)" book code repository and info resource

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

Python code for "Probabilistic Machine learning" book by Kevin Murphy

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

Machine Learning Systems

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试秘籍。涵盖AIGC、LLM大模型、AI Agent、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、具身智能、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。

Machine Learning Engineering Open Book