Three topics of the microcredential Algoritmos verdes para la IA: diseño e implementación, Universidade da Coruña, 2026–2027. Each notebook comes in a beginner and an advanced version. The advanced version adds exercises that implement an equation or an efficiency technique. Every exercise has hints and a solution.
Topic 1
From n-grams and embeddings to attention and transformers, with a baseline energy measurement.
Topic 2
Measuring what lower-precision weights save in memory, energy and quality, and on which hardware.
Topic 3
Retrieval as a lever for smaller models, and combining all three levers in one run.