Mathematics- Probability and Statistics–

Probability Theory- Basic Probability Concepts, Conditional Probability, Independence, Bayes’ Theorem, Random Variables, Probability Distributions, Discrete Distributions, Continuous Distributions, Expectation and Variance, Joint Distributions, Covariance and Correlation.

Statistics– Descriptive Statistics, Inferential Statistics, Estimation, Hypothesis Testing, Types of Tests, Regression Analysis, Analysis of Variance (ANOVA), Non-parametric methods.