DS 602 Statistics and Probability in Data Science
The course introduces the foundations of probability and statistics necessary for modeling and undertaking statistical decisions. The course combines both the mathematical theory and practices of applying this theory to actual data. Coverage includes probability and probability distributions, descriptive statistics random variables, dependence, statistical test and confidence intervals, correlation, regression, entropy and experimental design.