Teaching
2020-21
Statistical Models, Bachelor's degree in Mathematical Engineering in Data Science.
The course is aimed at familiarizing with theoretical and applied multivariate statistics including hypothesis testing, sampling theory and manifold learning.
2019-20
Universitat Pompeu Fabra
Information Theory and Coding, Bachelor's degree in Telecommunications Network Engineering.
The goals of this course are exploring the basic concepts of information theory and coding, familiarizing with the mathematical models of information sources and channels, understanding the proof methodologies of the fundamental limits of source compression and data transmission, as well as the structure and operational meaning of codes.
Statistical Models, Bachelor's degree in Mathematical Engineering in Data Science.
2018-19
Universitat Politècnica de Catalunya
Hands-on course on Neural Data Science (with M. Gilson, A. Insabato and G. Zamora), Master's degree in Statistics and Operations Research.
The course focuses on several aspects of data science applied to neural recordings including statistical modeling and analysis, graph theory and machine learning.
Universitat Pompeu Fabra
Information Theory and Coding, Bachelor's degree in Telecommunications Network Engineering.
2018
Universitat Politècnica de Catalunya
Introduction to Analysis of Neural Data and Brain Connectivity (with M. Gilson, A. Insabato and G. Zamora), Master's degree in Statistics and Operations Research.
The aim of the course is to understand standard concepts and methods used to study and interpret brain connectivity (e.g., Granger causality, graph theory, machine learning) with a focus on their statistical aspects.
2013-2015
Universitat Pompeu Fabra
Data Transmission and Coding, Bachelor's degree in Telecommunications Network Engineering
The goal of this course is to introduce the main concepts to analyze and design digital communication systems including information-theoretic topics such as source compression, channel capacity and error correction coding.
2011-2013
Universitat Pompeu Fabra
Principles of Telecommunications (Coordinator), Bachelor's degree in Telecommunications Network Engineering
This introductory course gives an overview of core topics in communication theory including modulation, error-correction coding, cryptography and multiple access.
Previous Courses
2010
University of Cambridge-Codes and Cryptography (College Supervisor)
Department of Pure Mathematics and Mathematical Statistics.
2009-10
University of Cambridge-Signal Processing Labs (Teaching Assistant)
Department of Engineering.
2006-07
Universitat Pompeu Fabra.-Linear Algebra (Teaching Assistant)
Telematics Engineering Degree.