Learn
AI from the ground up, annotated textbook style.
i.
Beginner Path
Zero background needed. From 'what is a model?' to reading real papers.
Beginner 6 lessonsii.
Large Language Models
How models like ChatGPT actually work, tokens, attention, limits.
Beginner 5 lessonsiii.
Computer Vision
How machines learn to see, from pixels to recognising objects.
Intermediate 4 lessonsiv.
AI for Good
Real applications in health, climate, education, accessibility.
Beginner 5 lessonsv.
Build & Deploy
Go hands-on: run a model, ship a small project, put it online.
Intermediate 6 lessons