GradientGym

Learn machine learning one small step at a time, with Gridley, a little graph-paper sidekick.

I'm a software engineer working in ML. I have a B.Sc. in Computer Science and a B.A. in Entrepreneurship. I'm now in the middle of an M.Sc. in Machine Learning.

I learn in public. Each post follows a course or a book. It has three parts:
💡 Intuition: the idea with examples, no formulas
∑ The math: definitions and key equations
✏️ Exercises: ten questions, worked through step by step

Long videos cover a whole post. Shorts are one lesson or one quiz each.

Topics: machine learning, deep learning, the math behind them, entrepreneurship, cloud.

The narration is my own voice, cloned with AI. The posts are co-authored with AI.

Full posts with interactive figures: https://almoghagbi.com/blog