Teaching: list of courses

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: 🇫🇷