Courses

Learn by building, not memorising

Learn by building: rigorous mathematical theory, code that runs in the browser, and automatically graded exercises.

intermediatePartly in Spanish

Deep Learning for NLP: from the Perceptron to the Transformer

Build the architecture behind modern language models from scratch, with full mathematical rigour.

43 lessons5 modules
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advancedIn progressLessons in Spanish

Language Models: from the Transformer to the Agent

Build, from scratch and on your own machine, a modern language model and the coding agent that turns it into a tool.

16 lessons2 of 5 modules
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