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 ChatGPT 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
Planned
Diffusion from Scratch
Build an image generator from pure noise. Understand how Stable Diffusion actually works.
GenerativeVisionU-Net
Locked
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.