CS 8 - Foundations of Data Science

    Recent Professors
    Pamela Wong
    Recent Semesters
    Fall 2026
    Class Size
    25–34 students
    Credits
    4
    Fall 2026 Sections
    View Fall 2026 sections of CS 8
    Transfers To
    CSU
    Description
    In this course, students will study the Foundations of Data Science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social issues surrounding data analysis such as privacy and design.
    Usually Held
    Tue Thu 10:30am–11:45am, Tue Thu 12:00pm–1:15pm