AI Engineering from Scratch - Learn by Building

Comprehensive AI Curriculum

You can access 523 free, open-source lessons covering math, models, tokenizers, agents, evaluation, and production. This curriculum helps you build AI systems from first principles.

Hands-On Learning

Every lesson guides you to implement algorithms from raw math before using any frameworks. You can run the course on your own machine and learn interactively in your terminal.

Agent-Guided Tutoring

Your AI agent can become your tutor, offering a placement quiz, a personalized learning path, and interactive lessons directly within your terminal environment.