This is an undergraduate course (in French!) introducing Python for scientifc computing; details are here HLMA310 - Scientific Python.
Teaching: list of courses
HLMA310 - Logiciels scientifiques (2018-2019)
HMMA308 - Apprentissage statistique (2018-2019)
This course (in French) is mostly abour supervised techniques in Machine Learning; details are here HMMA308 - Machine Learning.
STAT593 - Robust statistics (2018-2019)
This is a grade course on robust statistics and optimization; details are here STAT593 - Robust statistics.
M2MO - Statistical Learning (2013-2018)
This contains Master 2 exercices on statistical learning; details are here M2MO - Machine Learning.
SD204 - linear models (2016-2018)
This is an undergrade course on linear models; details are here SD204 - linear models.
MDI720 - Modèles linéaires (2013-2018)
This course is in French, and deals with Machine Learning. details can be found here MDI720 - Modèles linéaires.
CR12 - Machine Learning (2013-2015)
This is a master Master 2 course on Machine learning we gave with Zaid Harchaoui, Julien Mairal and Laurent Jacob; details are here CR12 - Machine Learning (2014-2015) and CR12 - Machine Learning (2013-2014).
SD3 - Statistiques Descriptives (2010-2011)
This is an undergraduate course (in French) on descriptive statistics; details are here SD3 - Statistiques Descriptives.
M53010 - Économétrie (2009-2010)
This course is in French, and deals with Machine Learning. details can be found here M53010 - Économétrie.