Neural Language, Speech, and Multimodal Models

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...

Advanced Econometrics and Deep Learning for Financial Time Series

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...

Deep Learning for Computer Vision

by Cecilio Angulo Bahon | Sep 7, 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...

Building and Deploying LLMs (Large Language Models)

by Claudia Cutino | Jul 6, 2026

Learn about the whole lifecycle of LLMs and generative AI applications, from data preparation and model training to local deployment, fine-tuning, RAG systems, agents, and responsible governance.