Free notebook
Watch a machine learn, because you built it yourself.
Get the free Python notebook that teaches you gradient descent, the simple idea underneath almost all modern AI, by building it from scratch. No heavy setup, and no wall of symbols.
- See it as learning becomes a simple walk downhill through fog.
- Build it yourself in plain Python, with no library doing the hard part for you.
- Prove it by training a real model on real data and watching it learn.
- Feel the trap that keeps real AI engineers up at night, and see where it comes from.
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Your notebook is on its way. If you cannot wait, you can open it right now, either as a download or free in your browser with Google Colab.
Taught by Chukz of Math With Chukz, where the whole idea is simple, because I do not just teach mathematics, I show you why it works.
You will build this from scratch: a machine that finds the bottom of the valley, one small step at a time.