The course introduces students to probability and statistics as the core foundations of many artificial intelligence and machine learning approaches and techniques. Students will learn descriptive statistics for understanding data sets, statistical inference, estimation and sampling, probability and probability distributions, confidence intervals, formulating and testing hypotheses, regression and correlation.