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Learn AI from first principles
Intuition first, then a visualization you can play with, then the math. Built by Eduspheria — every lesson free, permanently.
Large Language Models
Tokens to transformers, the state of the art — and inside the model.
5 chapters · 25 lessons · free
Classical Machine Learning
From a line through scattered points to the ideas every model — including LLMs — is made of.
5 chapters · 21 lessons · free
Coming soon
Systems Design
How large-scale software is actually built.