Teaching
Undergraduate and graduate courses, executive education and substantial programme coordination.
Master 2
2025–2027 · Statistical Learning with Interpretable
Models
M2 ISF · Magistère BFA · Master Actuariat
2025–2027 · Learning Theory
M2 ISF
2021–2027 · Data Project / Data Challenge
M2 ISF ·
Magistère BFA · Master Actuariat · Master X–HEC
2021–2024 · Regression Models
M2 ISF · M2 ISF
apprentissage
Master 1
2009–2025 · Modèles linéaires et généralisations / Linear Models
and Generalizations
Cours et TD · M1
Historical dates to confirm · Bridging courses: probability,
statistics and linear algebra
M1 / M2
Licence / Undergraduate
Since September 2025 · Statistiques et probabilités / Statistics
and Probability
L2 LSO · course-unit coordination
Earlier appointments · Statistiques et probabilités · L1
LSO
Paris · Londres · Madrid · Francfort · Tunis · Talents
Earlier appointments · Analyse réelle, optimisation avec et sans
contraintes · L1 LSO
Cours et TD
Earlier appointments · Optimisation et multiplicateurs de
Lagrange · pré-rentrée L2
Cours
Earlier appointments · Statistiques paramétriques ·
L3
TD
LSO course-unit coordination spans Paris, London, Madrid, Frankfurt and Tunis, as well as the Talents programme. Depending on the year and courses, cohorts exceed 800 students and teaching teams have included up to approximately 40 adjunct instructors. The role covers teaching organization, materials, recruitment and coordination.
École polytechnique · 2019–2023
2019–2023 · MAP361 · Aléatoire
École polytechnique
2019–2023 · MAP535 · Regression, Theory and
Applications
École polytechnique
2019–2023 · MAP553 · Regression
École polytechnique
2019–2023 · MAP569 · Regression and Classification / Machine
Learning II
École polytechnique
Individual module years will be refined from course archives; the period above refers to the École polytechnique appointment.
Executive & professional education
Dauphine · Executive Master IASD · Statistiques, probabilités,
régression et TP R
Formation continue
Dauphine · Formation Cour des comptes · Probabilités,
statistique et machine learning
Formation professionnelle
École polytechnique · Enseignements en formation
continue
Période 2019–2023
Academic programme leadership
Director of the Master 2 in Statistical and Financial Engineering (ISF) since September 2021: curriculum updates, instructor coordination, industry partnerships, Data Challenges, internships and student mentoring. Development of lecture notes, teaching videos, summary sheets and worked exercises.
Teaching resources
I created a teaching YouTube channel for L1–L2 LSO students, featuring course videos alongside lecture materials and exercises.