Basic Concept of Probability:
Sample Space, Event, Event Space and Different Types of Events,
Classical, Empirical, Relative Frequency, Tree Diagrams and Compound Probability,
Conditional Probability, Prior and Posterior Probability, Bayes’ Theorem.
Random Variable: Concept of Random Variable, Discrete and Continuous Random Variables, Probability Function, Distribution Function, Function of Random Variable and its Distribution, Joint, Marginal and Conditional Distributions, Independence of Random Variables.
Probability Distribution: Concepts of Bernoulli, Binomial, Poisson, Geometric, Uniform, Exponential and Normal.