Statistical Learning for Actuaries
Contains: Penalized regression, CART, Bagging, Boosting, SVM, Shapley, Neural Networks
Slides: Intro, Actuariat & DS, Penalization, CART, RF, Boosting, Loss Function, Interpretability, SVM, NN, GenAI, FFT
TP [data] : TP1, TP2, TP3, TP4, TP5
Mi-parcours : train, test, dictionnaire
Mortality Tables & Longevity Risk
Contains: Duration models, Mortality modelling, Life insurance
TP1 [data, code] TP2[data, functions, main]
Agricultural & Index Insurance
Contains: Agricultural risk management, Insurance pricing, Index insurance
2021 - ... Associate Professor - Institut de Science Financière et d'Assurances (ISFA)- Lyon, France
Statistical Learning for Actuaries, MSc in Actuarial sciences
Enterprise Risk Management, MSc in Acturial sciences
2020 - ... Lecturer - Ecole Nationale Supérieure de Statistique et d’Economie Appliquée (ENSEA) - Abidjan, Ivory Coast
Mortality Tables & Longevity Risk, MSc in Actuarial sciences
Statistical Learning for Actuaries, MSc in Actuarial sciences
2021 - ... Lecturer - Institut International des Assurances (IIA) - Yaoundé, Cameroon
Agricultural & Index Insurance, MSc in Actuarial sciences
2016 - 2021 Teaching Assistant - Institut de Science Financière et d'Assurances (ISFA)- Lyon, France
Enterprise Risk Management, MSc in Acturial sciences
2016 - 2019 Teaching Assistant - École nationale de la statistique et de l'administration économique (ENSAE) - Malakoff, France
Applied Statistics, MSc in Statistics and Economics
2012 - 2014 Teaching Assistant - Lycée Louis-Le-Grand (LLG) - Paris, France
Mathematics oral examination, BSc in Engineering (MPSI)
Actuarial thesis: Aurélien Choquer (2019), Lucie Bulteau (2022), Pierre Herry (2022), Halil Yaya (2022), Afnane Kotbi (2022), Léonard Jullien (2022), Constance Vilotitch (2023), Lodina El Khoury (2023), Alexandre Lefebvre (2023), Camille Lourme (2023), Quentin Aissaoui (2023), Théo Jalabert (2024), Samy Chalah (2024), Rakhsat Sleiman (2024)