Die Vorträge der Arbeitsgruppentagung sind auf actuview aufgeschaltet.

Teilweise sind die Präsentationen bereits verfügbar.

For the first time, the international actuarial streaming platform actuview will be hosting its own online event on 21-25 September 2020 – the actuview online conference, aoc2020. This yearly conference will bring together stakeholders and experts from the global actuarial community to discuss the latest actuarial topics and more. The event is relevant to all actuaries worldwide and will be as easily accessible as actuview itself.

Please note: security and social distancing are guaranteed

Purpose and Nature:
The goal of this two-day block course is to introduce the participants to neural networks for the modelling of insurance risk in general and life insurance. Therefore, we will provide an introduction into neural networks from a mathematical perspective and from an implementation point of view using R and the keras package. We also give a short introduction into unsupervised learning.

The course will be practical and consists of approx. 50% presentations where the models are introduced and explained. The other 50% are exercises where the participants are using R/RStudio the keras package and apply the concepts to publicly available insurance risk data.

The content of the course is mainly based on the published tutorials of the SAV “Data Science” working group and available on https://www.actuarialdatascience.org/

Registration