This is an undergraduate course on convex optimization with exercises in Python.

Details can be found here: HAX606X - Convex optimization.

Course language: 🇫🇷

This is an undergraduate course on convex optimization with exercises in Python.

Details can be found here: HAX606X - Convex optimization.

Course language: 🇫🇷

This is a master level course on Software development for data science, using Python.

Details can be found here: HAX712X.

Course language: 🇬🇧

This course is mostly about supervised techniques in Machine Learning.

Details can be found here HMMA308 - Statistical Machine Learning.

Course language: 🇫🇷

This is an undergraduate course introducing statistics and data visualisation.

Details can be found here: HLMA408 - Data science for ecology.

Course language: 🇫🇷

This is an undergraduate course introducing advanced time series analysis.

Details can be found here: HMMA237 - Advanced time series.

Course language: 🇫🇷 and 🇬🇧

This is a master level course introducing scientific computing and modern software practices.

Details can be found here: HMMA238 - Scientific Software Development.

Course language: 🇬🇧

This contains Master 2 exercices on statistical learning.

Details can be found here: M2MO - Machine Learning.

Course language: 🇫🇷

This is an undergraduate course on linear models.

Details can be found here: SD204 - Linear Models.

Course language: 🇬🇧

This is a grade course on robust statistics and optimization.

Details can be found here: STAT593 - Robust statistics.

Course language: 🇬🇧

This is an undergraduate course introducing Python for scientific computing.

Details can be found here: HLMA310 - Scientific Python.

Course language: 🇫🇷

This is an undergraduate course introducing linear models.

Details can be found here MDI720 - Linear Models.

Course language: 🇫🇷

This is an undergraduate course introducing advanced linear models (ANOVA, Mixed-effects models, etc.).

Details can be found here: HMMA307 - Advanced Linear Models.

Course language: 🇫🇷 and 🇬🇧

This is a master Master 2 course on Machine learning (with Z. Harchaoui, J. Mairal and L. Jacob).

Details can be found here:

CR12 - Machine Learning (2014-2015)

CR12 - Machine Learning (2013-2014).

Course language: 🇬🇧

This is an undergraduate course on descriptive statistics.

Details can be found here: SD3 - Descriptive Statistics.

Course language: 🇫🇷

This course is mostly about linear models in econometrics.

Details can be found here: M53010 - Econometrics.

Course language: 🇫🇷