This repository is a comprehensive compilation of AI learning materials organized by topic. It aggregates links to books (including PRML, ESL,西瓜书,花书), university courses (Stanford CS229), video resources from Bilibili, and study notes. The collection covers machine learning fundamentals, deep learning, computer vision, natural language processing, speech recognition, graph neural networks, recommendation systems, and algorithm interview preparation.