I teach mathematics, machine learning, data analysis and operational research in the following programs at the university of Lyon 2/ICOM: Licence MIASHS and Master Informatique.

All the course materials I produce are made available to the students. These works are licensed under a Creative Commons Attribution-ShareAlike 4.0 International License Creative Commons License.

⚀ Below are the course materials (in french) that I currently give. Given the sanitary crisis, I also provide the students with screencasts and use the Moodle server and tools in order to overcome as well as possible the difficulty of distance learning (forum, webconf for question/answer sessions, on-line feedback on their works...).

L2 MIASHS 2021 - (Espaces Euclidiens et) Analyse de données

L3 MIASHS 2021 - Analyse et algèbre linéaire (et optimisation)

M1 INFO 2021 - Optimisation et RO (pour des problèmes de graphes)

M2 DM 2021 - Advanced supervised learning

M2 SISE 2021 - Data mining et apprentissage statistique

⚁ These are other course materials of some past programs I was involved in:

  • Agrégation des préférences : [CM] (M2 IIDEE 10-15)
  • Data clustering : [CM] (M2 DMKM 11-16)
  • Optimisation numérique : [CM] (M1 INFO 11-15)
  • Introduction à AMPL : [CM] (M1 INFO 11-15)
  • Graphes et optimisation : [CM] (M1 INFO 10-11)
  • Modèle linéaire : [CM] (M1 INFO 13-16)
  • Data Mining (concis et pratique) : [CM] (LP CESTAT - 16-18)
  • Logiciel de calculs scientifiques (Matlab/Octave) : [CM] (L2 IDEA - 10-14)
  • Séries chronologiques et saisonnières : [CM] (L1 IDEA - 10-14)