Projects

Build it yourself.
The tutor keeps you honest.

Guided coding projects with an AI tutor that checks your work against the tests. Free to start, and you keep the code.

Andrej Karpathy

Neural Networks: Zero to Hero

A hands-on course that builds neural networks from scratch, one video at a time, from a tiny automatic-differentiation engine up to a GPT. Each module is one lecture; each module has one or more guided coding projects you complete locally in Claude Code with an AI tutor.

python · 11 guided projects · 9 lectures

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More tracks coming - Data Structures & Algorithms, Data Science.

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