FastAI is a high-level library built on PyTorch, designed for rapid machine learning prototyping and experimentation. It simplifies complex deep learning workflows while maintaining flexibility, making it accessible for both beginners and experienced developers. Complementing the library is a comprehensive companion course that systematically teaches the core fundamentals of machine learning, bridging the gap between theory and practical application.