Professional-grade courses on agentic systems, applied machine learning, and AI security — each distilled from work TravisML actually does, not from theory.
Every course is a full textbook plus hands-on labs with worked solutions, and the complete source repository. No signup, no email gate. New courses are announced through the newsletter as they ship.
Each course stands alone: a complete textbook, a runnable lab set, and worked solutions in the repository.
Knowledge distillation for language models, from the objective function to a study you could publish. An 18-chapter textbook, 13 hands-on labs with worked solutions, and every line of source.
Reverse-engineering transformer language models, from the residual stream to automated circuit discovery. Eleven chapters plus two refreshers, thirteen CPU-only labs, and a quiz and exam for every unit.
Next in the series: Agentic AI. Get notified when it ships.