CS 82B - Principles of Data Science

    Recent Professors
    Seno V. T.
    Recent Semesters
    Fall 2026
    Class Size
    Not published
    Credits
    3
    Fall 2026 Sections
    View Fall 2026 sections of CS 82B
    Transfers To
    CSU
    Description
    In this course students will focus on the data science pipeline including problem formulation, data cleaning and preprocessing, exploration of data with visualization, model prediction and inference for decision making. Students will use different software tools and programming for each step of the data science pipeline, include data exploration and transformation, algorithms for machine learning concepts such as classification, regression, and clustering. In addition, students will learn how to effectively present any findings to an audience.