CAP 5765 - Computational Data Analysis

Credits: 3

Prerequisites: STA 2023 - Statistics 1
Course Description: This course explores advanced topics in statistical data analysis and computability. It prepares students to perform big data analysis and organization using machine learning and data mining techniques and algorithms. Topics include: multivariate statistical methods, computational statistics, classification, clustering, prediction, regression analysis, and principal components analysis.