The first part deals with semiconductor transport theory including the necessary quantum mechanics.In the second part, the Boltzmann equation is solved with the stochastic methods of Monte Carlo simulation.The exercises address also TCAD simulations of MOSFETs. Thus the topics include theoretical physics,numerics and practical applications.