Actuarial Data Science

An initiative of the Swiss Association of Actuaries

Actuarial Data Science Books / Lectures / Courses

We give an overview of lectures and courses in Actuarial Data Science which we consider to be useful for the profession.


Books in Actuarial Data Science


Lectures in Actuarial Data Science

  • Data Analytics for Non-Life Insurance Pricing, ETH Zurich, M. V. Wüthrich und C. M. Buser, Spring 2024 (Course, Script)
  • Responsible Machine Learning with Insurance Applications, ETH Zurich, M. Mayer, C. Lorentzen, Fall 2024 (Course)
  • “Insurance Data Analytics”, University of Basel, F. Weber, Fall (Course)
  • “Predictive Analytics”, University of Basel, M. Merz, Spring (Course)
  • “Statistische Verfahren zur Tarifierung und Reservierung für Schadenversicherer», University of Basel, M. Merz, Fall (Course)
  • “Insurance Analytics”, Université de Lausanne, P. Hieber, Fall (Course)
  • Actuarial Data Science, Université de Lausanne, T. Nagler, Fall (Course)  
  • Responsible Machine Learning with Insurance Applications, ETH Zurich, C. Lorentzen and M. Mayer


Courses in Actuarial Data Science

 

Courses in Actuarial Science with "a Data Science touch"

We see the following lectures / courses / books in the traditional area of actuarial science, but having a "Data Science touch":