Topics covered include: formulation and solution in sample space, random variables, Function of Random Variables (Discrete and Continuous), transform techniques, simple random processes and their probability distributions, Bernoulli and Poisson and Gaussian Process, Markov processes, Central limit theorems, and elements of statistical inference.