This course provides an overview of the key statistical tools, methodologies, and algorithms used in life insurance and property and casualty insurance with a focus on numerical implementation and data applications. The life insurance component covers topics including stochastic mortality modelling and evaluation of (joint) life products via Markov Chains. The property and casualty component focuses on data driven rate making methods and stochastic pricing and reserving techniques.