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Short, focused lessons from first principles to production.
4 courses · Best to take in order. Advanced topics assume prior knowledge

Build a working mental model of AI, how it thinks and why it slips. No math required.

Open the hood: tokens, embeddings, attention, and the math that makes models work.

Put AI to work with prompting, model APIs, tools, retrieval, and building your first agents.

Finally, ship it for real. Testing, evals, security, cost, and reliability at scale, everything to make it to production.