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 .
⚀ 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)