This course introduces the principles and techniques of probability theory and statistical analysis, and explores the mathematical foundations of uncertainty and variability, providing tools for decision-making, data analysis, and drawing meaningful inferences. This course covers probability theory, random variables, probability distributions, statistical inference, regression analysis, sampling distributions, design of experiments, nonparametric statistics, and Bayesian statistics.