2023-2024 : Cours de Optimisation et EDP, Level: L3. Place: INP-Toulouse
2022-2023 : Cours de Apprentissage sous contrainte physique, ModIA 2e. Place: INP-Toulouse
Lecture Notes (machine learning in data assimilation, invariant representation, wavelet scattering)
2022-2023 : Cours de Machine Learning, ModIA 1e. Place: INP-Toulouse
Lecture Notes (introduction to neural networks)
2021 : Cours + TD (16h) Complexité des Algorithmes, Level: L2. Place: Université Paul Sabatier
TP (16h) Apprentissage Automatique, Level: M1, Place: Université Paul Sabatier
2018-2019 : Cours on Introduction to data sciences. Level L2, L3 and M1. Place: Peking University.
Lecture notes: Data preprocessing (anti-aliasing), Dimension reduction (PCA,K-means), Graph and text analysis (Pagerank), Classification model (perceptron,logistic regression,SVM), Deep learning (NN,CNN,RNN), Distributed Computing
2011 : Travaux Dirigés (TD) on Data Mining with Prof. Zvi Kedem. Level M1 and M2. Place: New York University.