Introduction, Addition and Multiplication laws of Probability, Conditional Probability, Baye's Theorem, Random Variable (Discrete and Continuous). Probability Mass function and Probability Density functions, Expectation and Variance, Discrete and Continuous Probability Distribution function: Binomial, Poisson and Normal Distributions