Learn · Pathways
Follow a learning pathway
Prefer a guided route? Pick a pathway and we'll thread the demos and videos into a sensible order and remember where you got to — saved in your browser, no account needed. Videos play right here in the pathway.
How an LLM works, end to end
17 stepsThe flagship journey — from raw text to a grounded answer. Interactive demos interleaved with the best explainer videos, in learning order.
AI for the curious
9 stepsNo maths degree required. A gentle, visual path from “what is a neural network?” to how modern AI writes and reasons.
For decision-makers
7 stepsThe concepts behind responsible enterprise AI — what LLMs and RAG are, where bias and fraud trade-offs bite, and how to size up your own adoption.
Classic ML foundations
8 stepsBefore the transformers — the workhorse algorithms every data scientist knows, hands-on: regression, classification, clustering and learning by gradient descent.