The builder path, not the researcher path
Deep lessons, one hand-picked video per lesson, and an AI tutor that knows exactly what you're reading — all in one place. No hunting across ten tabs to figure out what to learn next.
Get oriented
What an LLM actually is, and why you're a builder, not a researcher.
Python you'll actually use
The exact slice of Python everything after this needs.
Talk to an AI with code
Prompting, your first API call, your first real script.
Ship your first mini-app
A UI, a public URL, and five real people using it.
Level up — RAG, tools & agents
Chat with your own PDF. Build an agent from scratch.
Turn it into a product
One narrow audience, accounts, payments, first users.
Actually get paid
Freelancing, pricing models, building in public — honestly.
An honesty note: most first apps earn little in month one, and that's normal. Freelancing pays faster than product income. This course teaches both, straight — no “get rich with AI” promises.