By the end of the web session, participants will leave with a toolkit of explainability techniques, an in-depth understanding of model interpretability, and the ability to use XAI approaches in practical actuarial applications. Participants will also understand mathematical principles behind key XAI techniques, evaluate the strengths and limitations of XAI methods, run a machine learning […]
While the Insurance Distribution Directive (IDD) has been in force in each EU member state since 2018 at the latest, its implementation has only become the focus of supervisory authorities in the last two years. Of particular importance are the requirements for the product approval process according to Article 25 IDD in connection with the […]
The purpose of this seminar is to equip actuaries with practical Python skills that they can apply directly to their professional work. Python offers powerful tools for data analysis, visualization, and machine learning, making it an invaluable asset in modern actuarial tasks. The seminar is structured to provide a mix of interactive learning methods. We […]
Quantifying Uncertainty in Actuarial Models: An Introduction to Conformal Prediction As the actuarial landscape becomes increasingly data-driven, traditional statistical methods are evolving, linking point estimates with quantifiable uncertainty. Conformal Prediction is a powerful framework used to evaluate the uncertainty of predictions. It turns point predictions into prediction regions, in this way, when you make a […]
Non-Life insurance is facing many challenges ranging from fierce competition in the market or evolution in the distribution channel used by consumers to evolution of the regulatory environment. Pricing is the central link between solvency, profitability and market shares (volume). Improving pricing practice encompasses several dimensions: - Technical: is our pricing adequate to cover the […]
Celebrating 20 Years of Advancing Actuarial Knowledge This year, we are proud to celebrate our 20th anniversary. To mark this milestone, we are hosting the EAA Anniversary Conference - a full-day online event, free of charge for the entire actuarial community. Together, we will celebrate two decades of collaboration, growth and learning. This special event brings together voices from […]
