Level 1 of 4
Noob level
You are here if you are starting from zero — no prior ML, no assumed math. These five phases build the base: a working toolchain, the math that actually gets used, core machine learning, deep learning fundamentals, and your first computer-vision models.
The five phases (93 lessons)
- 00 Setup and Tooling· 12 lessons
Get your environment ready for everything that follows.
- 01 Math Foundations· 22 lessons
The intuition behind every AI algorithm, through code, not textbooks.
- 02 ML Fundamentals· 18 lessons
Classical machine learning is still the backbone of most production AI.
- 03 Deep Learning Core· 13 lessons
Neural networks from first principles. No frameworks until you build one yourself.
- 04 Computer Vision· 28 lessons
From pixels to understanding across image, video, and 3D.