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Advanced AI

Run real models in your browser — these courses need a one-time setup.

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Advanced AI Lab

Setup required

Build AI from the ground up: backpropagation by hand in NumPy, real PyTorch on a free GPU via Colab, and an embedding model running live in your browser. Three tiers, one lab.

~6 hours · 3 lessons · 9 graded drillsadvanced-aipythonmachine-learning
GuideIntro

AI Helper — Error Tutor

A small AI model that runs entirely in your browser and explains your code errors in plain language. Set it up once; it then works across every coding lesson — offline, no servers, no keys.

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