The conceptual foundation. Understand how AI actually works — from machine learning basics to neural networks, LLMs, the model ecosystem, running models locally, fine-tuning, and the critical distinction between chatbots and agents. Walk away able to explain AI to anyone.

Hands-on setup and first steps. Go from zero to running real tasks with Claude Code. Install the tools, understand the terminal, complete your first guided projects, and learn to evaluate AI output critically.

The craft of directing AI. Go from getting okay results to getting great results consistently. Master prompt patterns, context engineering, the CLAUDE.md file, and build a personal library of techniques that compound over time.

Guided projects where you do real work. Each module is a complete build from start to finish — document analysis, research reports, content, presentations, marketing assets, websites, and more.