The Foundations workstream aims to provide a path to gaining competency in common statistical and machine learning techniques by: creating a roadmap of methods to learn gathering together relevant learning materials and, developing notebooks in R and Python with example code, where the methods are applied to reserving data sets.

Introducing the foundations workstream and articles

Getting started with data science and machine learning (ML) has never been easier or harder. Easier in the sense that there are a wealth of resources available online, but harder in that it can be difficult to know where to start.

Machine Learning in Reserving

We will share the substantial work of the Institute and Faculty of Actuaries (IFoA) Machine Learning in Reserving Working Party (MLR WP)