Learn AI by Building It
The only way to truly understand AI is to build it.
Courses
Guided paths from first principles to working code.
Build GPT from Scratch
From raw text to a working GPT. You'll implement every component of a transformer-based language model from the ground up.
TransformersPyTorchGPT
Start Building
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Mechanistic Interpretability
Reverse-engineer neural networks. Dissect transformers layer by layer, neuron by neuron.
InterpretabilityTransformersResearch
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How It Works
01
Theory First
Understand the why before the how.
02
Build It Yourself
Write real PyTorch. No magic imports.
03
Make It Work
Train on real data. End with something you can use.