I mainly teach numerical analysis, numerical optimization, machine learning and deep learning in the "Mastère spécialisé Expert en Data Science at SIGMA Clermont. Previously, I also tought mathematics, data analysis and operational research in the following programs at the university of Lyon 2/ICOM: Licence MIASHS and Master Informatique.
Below are some course materials I produced when I was at the university of Lyon 2. These works are licensed under a Creative Commons Attribution-ShareAlike 4.0 International License .
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Apprentissage supervisé : [CM] (M2 ECD/DM 2021)
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Apprentissage supervisé et non-supervisé : [CM] (M2 SISE 2021)
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Agrégation des préférences : [CM] (M2 IIDEE 2015)
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Data clustering : [CM] (M2 DMKM 2015)
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Graphes et recherche opérationnelle : [CM] (M1 INFO 2021)
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Modèle linéaire : [CM] (M1 INFO 2015)
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Analyse et algèbre linéaire : [CM] (L3 MIASHS-IDS - 2021)
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Data Mining (concis et pratique) : [CM] (LP CESTAT - 2018)
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Analyse et analyse de données : [CM] (L2 MIASHS - 2020)