Imperial College London (from 2025)
MSc in Artificial Intelligence Applications and Innovation (IX)
- Mathematics of Machine Learning, Autumn Term ‘25-‘26
(jointly w/Eleonora Giunchiglia)
MSc in Applied Mathematics (Dept. of Mathematics)
- Probabilistic Generative Models, Spring Term ‘25-‘26
Universidad de Chile (2016-2024)
Master of Data Science
- Deep Generative Models. Students: 21(2023).
- Machine Learning. Students: 27(2022), 58(2023), 55(2024).
- Statistics. Students: 22(2022).
- Advanced Machine Learning. Students: 15(2022).
Department of Mathematical Engineering
- Machine Learning. Students: 83(2021), 86(2020), 78(2019), 57(2018), 34(2017), 32(2016).
- Statistics. Students: 48(2020), 43(2019).
- Advanced Machine Learning. Students: 20(2020), 7(2018), 8(2016).
- Probability and Statistics. Students: 47(2021).
Continuing Education
- Intro to AI. Diploma on AI and Law, School of Law, Universidad de Chile. Sept., 2022 (9hrs)
- Advanced Machine Learning. Analytics division, BancoEstado. Oct. 2019 - Jan. 2020 (30hrs)
- Scientific Programming. Statistics division, ECLAC Chile, United Nations. Aug. 2018 (18hrs)
- Introduction to Machine Learning. Statistics division, ECLAC Chile, United Nations. Aug. 2017 (18hrs)
Production of pedagogical material (in Spanish)
- Machine Learning: Lecture notes (138 pages), demos (18 Jupyter Notebooks), and slides (19 lectures).
- Statistics: Lecture notes (118 pages), and demos (4 Jupyter Notebooks).
- Videolectures: Probability 2021 (25 videos), Machine Learning 2021 (26 videos) and 2020 (15 videos)