This repository compiles learning materials from two Coursera courses by Hsuan-Tien Lin at National Taiwan University: Machine Learning Foundations and Machine Learning Techniques. It covers core ML topics including generalization theory, VC dimension, linear models, support vector machines, decision trees, random forests, and neural networks. The repository includes lecture videos, written notes, and references to accompanying textbooks.