The main aim of the thesis was to compute Operational risk in banks using the Advanced Measurement Approach - LDA method. Under this method, the aggregate loss is needed to be computed, which lacks of closed-form approximations. Therefore, in this thesis we estimate it using the numerical method of Monte Carlo simulation and Panjer recursion.