This repository contains handwritten-style study notes for Zhou Zhihua’s widely-used machine learning textbook (the ‘Watermelon Book’). It covers 16 chapters including neural networks, support vector machines, Bayesian classifiers, ensemble methods, clustering, dimensionality reduction, semi-supervised learning, and probability graphical models. The notes focus on formula derivations and are presented as printable A4 pages.