Teaching

Recently

ENSAE

Insurance, biases, discrimination and fairness
Doctoral Course ENSAE,

STT-3030

Apprentissage statistique
Statistical learning
STT3030 UQAM,

MAT-4681

Statistics for sciences
Statistique pour les sciences
MAT4681 UQAM, (including videos )

STT-5100

Applied Linear Models
Modèles Linéaires Appliqués
STT5100 UQAM, (including videos )

ACT-6100

Data Science for Actuaries
Analyse de Données en Actuariat
ACT6100 UQAM, (including videos )

INF-7100

Introduction to data science and artificial intelligence
Introduction à la science des données et à l’intelligence artificielle
STT7100 UQAM, (including videos )

MAT-7381

Regression
MAT7381 UQAM, (including videos )

STT-8330

Théorie de l'apprentissage statistique
Theory of statistical learning
STT8330 UQAM,

MAT-998P

Équité et discrimination des modèles prédictifs
Fairness and discrimination in predictive modeling
MAT998P UQAM,

Textbooks

Datasets

CASdatasets: Insurance datasets

  
    install.packages("CASdatasets", 
	repos = "http://dutangc.free.fr/pub/RRepos/", 
	type="source")
  

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Before

(Academic) Teaching Previous teaching experience has been achieved at:

• UQAM, Montréal, Canada, (ACT6100, INF6100, MAT4681, MAT7381, MAT998P, STT1000, STT3030, STT5100, STT8330) 2018-
• Uniwersytet Warszawski, Poland, 2024
• Società Italiana di Econometria, Italia, 2019
• Université de Lausanne / EPFL (Summer School of the Swiss Association of Actuaries) 2019
• Université de Rennes, France, 2007-2010 & 2014-2018
• Università degli studi dell'Insubria, Italia, 2018
• Universitat de Barcelona, Spain, 2018
• UQAM, Montréal, Canada, (ACT2040, ACT2121, ACT6420, MAT8181, MAT8595, MAT8886) 2011-2014
• UCL, Louvain, Belgium, 2014
• UdeM, Montréal, Canada, (STT2700, STT6705) 2010-2011
• Ecole Polytechnique, France, (ECO431, ECO550, ECO556, ECO568) 2008-2010
• Đại học Kinh tế Thành phố Hồ Chí Minh, Vietnam, 2008
• ISUP, Paris, France, 2008
• ENSTA, Paris, France, 2007
• Institut de Mathématiques Appliqués, Angers, France, 2007
• Université Paris 1, France, 2007
• Université Saint-Joseph, Beyrut, Lebanon, 2006
• INSEA (معهد الوطني للإحصاء والاقتصادالتطبيقي), Marocco, 2006
• Uniwersytet Warszawski, Poland 2006
• ENSAI, Rennes, France, 2005-2006
• ENSAE, Paris, France, 2002-2007 & 2015-2018 & 2024
• ENSEA, Abidjan, Ivory Coast, 2003
• Université Paris Dauphine, France, 2000-2005

(Professional) Training Previous training experience has been achieved at:

• Institut des Actuaires 2015-2018, Data Science for Actuaries, Paris
• AXA 2015, Data Science for Actuaries, Paris, Singapore, Istanbul
• AXA 2007, R for actuaries & Cat Bonds
• MAIF 2014, Statistical Learning, Niort
• EDF 2007, Copulas & Risk Measures
• SCOR 2007, Extremes and Catastrophes
• CARITAT 2005-2010, Various Trainings, Paris

Probability and Statistics
Probabiliy , Mathematical Statistics, Datamining, Probability and Statistics

Time Series and Stochastic Processes
Time Series , Markov Chains , Forecasting Electricity Consumption

Econometrics and Predictive Modeling
Predictive Models , Classification , Advanced Techniques Université de Bretagne Loire Universitat de Barcelona Università degli Studi dell'Insubria

Dependence, Copulas and Extreme Values
Copulas , Extreme Values and Reinsurance

Inequalities and Risk Measures
Inequalities , Risk Measures Multivariate and Dynamic Risk Measures

Finance
Asset Pricing, Numerical Techniques , Portfolio Management

Networks
Graphs , Flows

Insurance and Actuarial Models
Risk and Insurance , GLM and Insurance, Machine Learning and Insurance , Non-life insurance

Data Science and R
Advanced Introduction to R