Teaching

Here you can find the list of courses I teach and have taught, along with some teaching materials.

Last updated: 5 September 2025.

Current teaching

  • 2025 2026

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Data Tidying and Reporting (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid.

    Predictive Modeling (3 groups, 9 ECTS, lectures and labs)

    BSc in Data Science and Engineering, Carlos III University of Madrid. Some course materials here and here.

    Estadística (1 group, 3 ECTS, labs)

    BSc in Mechanical Engineering, Carlos III University of Madrid.

Past teaching

  • 2024 2025

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Data Tidying and Reporting (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid.

    Predictive Modeling (3 groups, 9 ECTS, lectures and labs)

    BSc in Data Science and Engineering, Carlos III University of Madrid. Some course materials here and here.

    2023 2024

    Statistical Inference (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    2022 2023

    Statistical Inference (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Predictive Modeling (1 group, 3 ECTS, lectures and labs)

    MSc in Big Data Analytics, Carlos III University of Madrid. Course materials.

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Data Tidying and Reporting (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid.

    Predictive Modeling (3 groups, 9 ECTS, lectures and labs)

    BSc in Data Science and Engineering, Carlos III University of Madrid. Some course materials here and here.

    2021 2022

    Predictive Modeling (1 group, 3 ECTS, lectures and labs)

    MSc in Big Data Analytics, Carlos III University of Madrid. Course materials.

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Predictive Modeling (3 groups, 9 ECTS, lectures and labs)

    BSc in Data Science and Engineering, Carlos III University of Madrid. Some course materials here and here.

    2020 2021

    Predictive Modeling (1 group, 3 ECTS, lectures and labs)

    MSc in Big Data Analytics, Carlos III University of Madrid. Course materials.

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Predictive Modeling (1 group, 3 ECTS, lectures)

    BSc in Data Science and Engineering, Carlos III University of Madrid. Some course materials here and here.

    2019 2020

    Predictive Modeling (1 group, 3 ECTS, lectures and labs)

    MSc in Big Data Analytics, Carlos III University of Madrid. Course materials.

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Predictive Modeling (2 groups, 6 ECTS, lectures and labs)

    BSc in Data Science and Engineering, Carlos III University of Madrid. Some course materials here and here.

    2018 2019

    Predictive Modeling (1 group, 3 ECTS, lectures and labs)

    MSc in Big Data Analytics, Carlos III University of Madrid. Course materials.

    Nonparametric Statistics (1 group, 3 ECTS, lectures and labs)

    MSc in Statistics for Data Science, Carlos III University of Madrid. Course materials.

    Statistical Methods for Telecommunications (2 groups, 6 ECTS, lectures and labs)

    BSc in Telecommunication Technologies Engineering, Carlos III University of Madrid.

    Métodos Estadísticos para las Telecomunicaciones (2 groups, 6 ECTS, lectures and labs)

    BSc in Communication System Engineering, Carlos III University of Madrid.

    2017 2018

    Predictive Modeling (1 group, 3 ECTS, lectures and labs)

    MSc in Big Data Analytics, Carlos III University of Madrid. Course materials.

    Statistical Methods for Telecommunications (2 groups, 6 ECTS, lectures and labs)

    BSc in Telecommunication Technologies Engineering, Carlos III University of Madrid.

    Métodos Estadísticos para las Telecomunicaciones (2 groups, 6 ECTS, lectures and labs)

    BSc in Communication System Engineering, Carlos III University of Madrid.

    2016 2017

    Statistical Methods for Telecommunications (2 groups, 6 ECTS, lectures and labs)

    BSc in Telecommunication Technologies Engineering, Carlos III University of Madrid.

    Métodos Estadísticos para las Telecomunicaciones (2 groups, 6 ECTS, lectures and labs)

    BSc in Communication System Engineering, Carlos III University of Madrid.

    Statistics for the Social Sciences II: Multivariate Techniques (3 groups, 9 ECTS, labs)

    BSc in International Studies and BSc in International Studies and Political Sciences, Carlos III University of Madrid. Course materials.

    2013 2014

    Statistics (1 group, 1.5 ECTS, labs)

    BSc in Computer Science Engineering, University of Santiago de Compostela.

    Estadística (3 groups, 4.5 ECTS, labs)

    BSc in Computer Science Engineering, University of Santiago de Compostela.

Short courses

  • 2025

    Modern Reporting, Data Wrangling, and Modelling with R (20 hours)

    Carlos III University of Madrid. Website.

  • 2017

    Course on nonparametric curve estimation (12 hours)

    MSc in Applied Mathematics, EAFIT University (Colombia). Course materials.

    2012

    Course on copula functions and its applications in statistics (16 hours)

    Department of Statistics and Operations Research, University of Santiago de Compostela.

    Curso de estadística (20 hours)

    Cooperative association AGACA. Imparted with two other lecturers.

Other teaching materials