Data Science Fundamentals

2-0-4 units · Graduate

Introduction to statistical multivariate analysis methods and their applications to analyze data and mathematical models. Topics include sampling, experimental design, regression analysis, specification testing, dimension reduction, categorical data analysis, classification and clustering. Students taking graduate version will complete additional assignments.