by Claudia Cutino | Feb 2, 2026
When artificial intelligence influences decisions that affect people, ethics becomes a fundamental requirement. This microcredential equips you to detect risks, use evaluation frameworks, and structure AI initiatives that meet standards of fairness, transparency and...
by Claudia Cutino | Feb 2, 2026
The course is a 1.5‑ECTS hybrid course covering Reinforcement Learning from basics to state-of-the-art algorithms. Students learn to formulate and solve real-world problems using classical and modern techniques, from Q-learning to PPO and SAC, with practical focus on...
by Claudia Cutino | Jan 26, 2026
Rapid advances in artificial intelligence (AI) are transforming biomedical research, but these systems can internalize and amplify historical biases present in clinical trial data, annotations, and experimental design. Without rigorous evaluation, we risk developing...
by Carolina Amado | Jan 22, 2016
by Claudia Cutino | Jan 19, 2016
This course will be an introduction to unsupervised deep learning, covering self supervised machine learning methods and the different paradigms of generative deep learning including autoregressive models, flows, latent variable models, implicit models and denoise...