by Cecilio Angulo Bahon | Nov 30, 2026
This 3 ECTS course introduces students to visual tools and techniques for interpreting, explaining, and communicating AI systems in a bidirectional way, enabling both human understanding of models and interactive feedback into the analytical process. Through a...
by Cecilio Angulo Bahon | Sep 14, 2026
This 3 ECTS course provides an introduction to deep learning methods for computer vision. It covers the fundamentals of digital images and visual tasks, followed by convolutional neural networks and their application to image classification, object detection, semantic...
by Cecilio Angulo Bahon | Sep 14, 2026
This 6-week course introduces “shallow” machine learning methods such as linear models, trees, neural networks, clustering techniques and NLP. Through a mix of short video lectures, curated readings, exercises and a final project, participants learn how to design,...
by Elisabet Hernández Ibáñez | Jun 1, 2026
The microcredential in Essential Machine Learning for Data-Driven Decisions offers a practical and accessible introduction to Machine Learning, with a strong emphasis on its application in data-informed decision making. This course is aimed at professionals who want...
