Probability Theory and Conditional Expectations. Brownian Motion and The Martingale Property. Ito's Integral and the Ito-Doeblin Formula. Risk Neutrality and the Girsanov's Theorem. Stochastic Differential Equations. Applications to Option Pricing and Term Structure Models.