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 | Oct 5, 2026
This 3 ECTS course provides a comprehensive overview of modern neural models for natural language processing, speech, and multimodal AI. Starting from foundational concepts such as word embeddings and recurrent neural networks, the course progresses through attention...
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 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 aifactory@binarea.cat | Sep 7, 2026
This 3 ECTS self-paced course offers a comprehensive overview of modern financial modeling, combining the rigor of classical econometrics (ARMA and GARCH models) with the flexibility of deep neural networks (LSTM). Participants will learn to process financial data at...
