Financial problems and numerical methods -- Numerical methods -- Basics of numerical analysis -- Optimization methods -- Principles of monte carlo simulation -- Finite difference methods for partial differential equations -- Applications to finance -- Optimization models for portfolio management -- Option valuation by monte carlo simulation -- Option valuation by finite defference methods -- Introduction to MATLAB programming -- Refresher on probability theory

1. Finance -- Statistical methods