The objective is to introduce the basic numerical methods for solving scientific problems, especially those arising in actuarial and financial applications. The emphasis lies on the analysis of the methods, their practical applications, and their implementation. Topics intended to be covered are: root-finding methods, systems of linear equations, polynomial interpolation, numerical differentiation and integration, ordinary differential equations, and Monte Carlo simulations. Software (R-, Matlab, Python) utilization is performed on financial data sets.