Miguel Fernández de Retana

Miguel Fernández de Retana

Research in Machine Learning & Mathematical Modeling with Multidisciplinary Applications

Teaching

Natural Language Processing (NLP)

4th Year Undergraduate Course (Elective), University of Deusto (Faculty of Engineering), 2025

Natural Language Processing (NLP) course for fourth-year undergraduate students at the University of Deusto. The course covers semantic textual representations such as Word2Vec, GloVe, topic vectors, contextual embeddings; modern transformer-based architectures, and key NLP applications and tasks such as information extraction, sentiment analysis, machine translation, question answering, etc.

Introduction to Computers (ICO)

1st Year Undergraduate Course, University of Deusto (Faculty of Engineering), 2025

Introduction to Computers (ICO) course for first-year undergraduate students at the University of Deusto. The course covers fundamental concepts of computer science, including hardware, software, programming basics, and an introduction to shell scripting and assembly language. Hands-on labs and projects are integral parts of the curriculum, providing students with practical experience designed to reinforce theoretical knowledge.