Insurance, biases, discrimination and fairness
Statistics for sciences
Statistique pour les sciences
MAT4681 UQAM, (including videos )
Applied Linear Models
Modèles Linéaires Appliqués
STT5100 UQAM, (including videos )
Data Science for Actuaries
Analyse de Données en Actuariat
ACT6100 UQAM, (including videos )
Introduction to data science and artificial intelligence
Introduction à la science des données et à l’intelligence artificielle
STT7100 UQAM, (including videos )
MAT7381 UQAM, (including videos )


CASdatasets: Insurance datasets

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

  • Società Italiana di Econometria, Italia, 2019
  • Université de Rennes, France, 2007-2010 & 2014-2018
  • Università degli studi dell'Insubria, Italia, 2018
  • Universitat de Barcelona, Spain, 2018
  • UQAM, Montréal, Canada, 2011-2014
  • UCL, Louvain, Belgium, 2014
  • UdeM, Montréal, Canada, 2010-2011
  • Ecole Polytechnique, France, 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
  • ENSEA, Abidjan, Ivory Coast, 2003
  • Université Paris Dauphine, France, 2000-2005

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

  • Summer School of the Swiss Association of Actuaries 2019
  • 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

Asset Pricing, Numerical Techniques , Portfolio Management

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