Comprehensive learning notes on the classic Machine Learning textbook by 周志华 (the Watermelon Book). The notes document understanding of supervised learning, unsupervised learning, semi-supervised learning, reinforcement learning, ensemble methods, dimensionality reduction, and feature selection. The content references online resources and Li Hang’s Statistical Learning. It is authored by someone working in big data and ML at Tencent’s WeChat division.