This course introduces the fundamental concepts of probability and statistics and their applications in mathematical and scientific problems. It covers probability theory, random variables, probability distributions, expectation, variance, and common discrete and continuous distributions. The statistical component includes descriptive statistics, sampling methods, estimation, confidence intervals, hypothesis testing, correlation, and regression analysis.