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  • CMPSC
  • CMPSC 5B

    • Introduction to Data Science 2 . CMPSC 5B

    Students explore the data science lifecycle, including question formulation, data collection and cleaning, exploratory data analysis and visualization, statistical inference and prediction, and decision-making. The course focus is on transforming and analyzing data; machine learning methods including regression, classification and clustering; principles behind data visualizations; concepts of measurement error and prediction; and techniques for scalable data processing.

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    Prerequisites: Computer Science 5A or Computer Science 8 or ECE 3 with a grade of C or better.

    4

    Units

    Letter

    Grading

    1, 2, 3

    Passtime

    None

    Level Limit

    Engineering

    College
    GEs Area C Quant Relationships
    Disallowed majors cmpsc
    Instructors
    SOLIS S W
    No info found
    Lecture
    ILP 2211
    M W
    09:30 AM - 10:45 AM
    1 / 100 Closed
    Sections
    PHELP1440
    F
    12:00 PM - 12:50 PM
    1 / 34
    PHELP1440
    F
    13:00 PM - 13:50 PM
    0 / 33
    PHELP1440
    F
    14:00 PM - 14:50 PM
    0 / 33
    Enrollment Trends
    Past Enrollment Trends (2)
    Winter 2024 . Solis S W
    ILP 2211
    T R
    12:30 PM - 13:45 PM
    Spring 2024 . Solis S W
    ILP 2211
    T R
    15:30 PM - 16:45 PM
    Grading Trends (8)
    See All
    CMPSC 5B Solis S W Spring 2024 Total: 32
    CMPSC 5B Solis S W Winter 2024 Total: 33
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