Deep dives into the fundamentals.

Precise, no-hype explanations of the concepts behind modern AI — each one paired with the interactive instruments you can manipulate in the courses.

How Attention Works in Transformers

A precise, example-driven explanation of self-attention: queries, keys, values, scaled dot-product scores, softmax weighting, and multi-head attention — with an interactive explorer.