Course Catalog

Golden Gate University offers degree and certificate programs at three teaching centers and online.

NUMBER COURSE TITLE
DBA 803
Statistical Data Analysis and Modeling

4 Unit(s)

The course teaches students how to think like a statistician, a crucial skill for making data-based decisions and understanding advanced AI models. It covers probability theory, descriptive and inferential statistics, programming concepts, and algorithm development using Python. Students will gain hands-on experience in data pre-processing, and designing, evaluating and implementing predictive models. The course covers widely used statistical modeling techniques such as Linear Regression, Na®ve Bayes Classifier, and Logistic Regression. By the end of the course, students will be able to identify and apply appropriate techniques, perform analyses, and present their findings professionally.