This repository contains the first-semester Machine Learning course materials from girafe-ai, including lecture recordings, slides, assignments, and seminar content. The curriculum covers fundamental ML topics including linear models, neural networks, computer vision, natural language processing, and reinforcement learning, with PyTorch as the primary framework for practical implementations.