Foundations of Data Science

Catalog description

Foundations of data science based on computation, statistical inference, and interpretation for real-world problems. This course introduces students to techniques in data science with real data. Starting from the basics of programming for data applications, followed by statistical inference and concluding with interpretation of the insights, communication, and limitations of the results, this course provides a hands-on introduction to the foundations of data science using real-world economic, medical, geographical, and social network data.