AI Engineer Toolbox

Study

Roadmaps for practical AI engineering

Study notes focus on design decisions, implementation traps, and production habits rather than generic AI summaries.

Transformer LecturesA 30-chapter bilingual course from tensor basics to Transformer internals, diffusion, and source hacking.Foundation30 chapters

Andrew Ng Deep LearningA 28-chapter bilingual course covering ML fundamentals, neural networks, CNN, RNN, and generative AI.Foundation28 chapters