Teaching
2025 - , INSA Lyon
- Sytems and Software Tools (SOL)...
- Informatique et Société Numérique 1 (ISN1)...
- Informatique et Société Numérique 2 (ISN1)...
- Informatique et Société Numérique 4 (ISN4)...
2021 - 2024, Sorbonne University (188.5h)
- Data science (LU1INMA1, TP, 36.75h): Discrete and continuous (random) variables, correlation and regression (covariance, regression line), unsupervised classification (automatic definition of a typology, k-means algorithm), numerical methods (optimization, finding the root or minimum of a function), inference (parameter estimation, maximum likelihood method), parametric supervised classification (conditional distribution, Bayes formula), non-parametric supervised classification (optimality of Bayes classifier, k-nearest neighbor algorithm)
- Relational databases (LU2IN009, TP, 19.25h): Entity-association model, transformation rules to relational model, relational algebra, relational calculus, data queries with SQL, data definition and manipulation languages, integrity constraints, programming in PL/SQL, triggers
- Python programming (LU1IN011, TD/TP, 56h): Variables, expressions, functions, alternatives, loops, differents types of data (lists, tables, dictionnaries, ensembles, intervals, strings), recursion, procedures, complexity, introduction to object-oriented programming
- C programming (LU1IN002, TP, 66.5h): Physical interfaces, how computers work, pointers and memory management, differents types of data (structures, lists, linked lists, tables, hash tables, string), pointer and string arithmetic, recursion
- Innovation management (MU5MN027, TD, 10h): Supervision of students in apprenticeships
Dissemination
Training
- Introductory courses on AI (6h), conseillers formation des Greta de l’académie de Paris (2024, 2025)
General public
High schools students
- Keynote talk (1h30) at the 2nd ed. of "AI Summer School" for high school students from Ile-de-France (2024)
- Talk at the national contest Trophées NSI (2024)
Companies
- Talk at Mews Partners consulting firm (2025)