The course introduces students to stochastic calculus starting with definitions of Stochastic processes. The Poisson processes and Markov chains are singled out as very useful Stochastic processes and their properties are discussed with applications. The course also covers Brownian motion Calculus: the Ito Integral and the Ito process.