## HAX712X - Software development for data science (2020-2024)

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

Details can be found here: HAX712X.

Course language: 🇬🇧

## HAX603X - Stochastic Modeling (2023-2024)

This is an undergraduate course on stochastic modeling and Monte Carlo methods, with exercises in Python.

Details can be found here: HAX603X - Stochastic Modeling.

Course language: 🇫🇷

## HAX606X - Convex optimization (2020-2023)

This is an undergraduate course on convex optimization Exercises are proposed in Python.

Details can be found here: HAX606X - Convex optimization.

Course language: 🇫🇷

## HLMA310 - Scientific Python (2018-2020)

This is an undergraduate course introducing Python for scientific computing.

Details can be found here: HLMA310 - Scientific Python.

Course language: 🇫🇷

## STAT593 - Robust statistics (2018-2019)

This is a grade course on robust statistics and optimization.

Details can be found here: STAT593 - Robust statistics.

Course language: 🇬🇧

## SD204 - Linear Models (2016-2018)

This is an undergraduate course on linear models.

Details can be found here: SD204 - Linear Models.

Course language: 🇬🇧

## SD3 - Descriptive Statistics (2010-2011)

This is an undergraduate course on descriptive statistics.

Details can be found here: SD3 - Descriptive Statistics.

Course language: 🇫🇷

## MDI720 - Linear Models (2013-2018)

This is an undergraduate course introducing linear models.

Details can be found here MDI720 - Linear Models.

Course language: 🇫🇷

## M53010 - Econometrics (2009-2010)

This course is mostly about linear models in econometrics.

Details can be found here: M53010 - Econometrics.

Course language: 🇫🇷

## M2MO - Statistical Learning (2013-2018)

This contains Master 2 exercices on statistical learning.

Details can be found here: M2MO - Machine Learning.

Course language: 🇫🇷

## HMMA308 - Statistical Machine Learning (2018-2021)

This course is mostly about supervised techniques in Machine Learning.

Details can be found here HMMA308 - Statistical Machine Learning.

Course language: 🇫🇷

## HMMA307 - Advanced Linear Models (2019-2021)

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 🇬🇧

## HMMA238 - Scientific Software Development (2018-2019)

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

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

Course language: 🇬🇧

## HMMA237 - Advanced time series (2018-2019)

This is an undergraduate course introducing advanced time series analysis.

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

Course language: 🇫🇷 and 🇬🇧

## HLMA408 - Data science for ecology (2018 - 2021)

This is an undergraduate course introducing statistics and data visualisation.

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

Course language: 🇫🇷

## CR12 - Machine Learning (2013-2015)

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

Details can be found here:

Course language: 🇬🇧