This is a free, open-source, and comprehensive learning course for AI engineering, consisting of 20 stages, 435 lessons, and taking approximately 320 hours to complete. The content covers from mathematical foundations like linear algebra, through machine learning basics, deep learning, Transformers, large language models, Agent engineering, to multi-agent systems. Each lesson requires writing code from mathematical derivations and running tests to deeply understand their principles and operation mechanisms.