• Courses
  • PSTAT
  • PSTAT 231

    • Introduction to Statistical Machine Learning . PSTAT 231

    Statistical Machine Learning is used to discover patterns and relationships in large data sets. Topics will include: data exploration, classification and regression trees, random forests, clustering and association rules. Building predictive models focusing on model selection, model comparison and performance evaluation. Emphasis will be on concepts, methods and data analysis; and students are expected to complete a significant class project, individual or team based, using real world data.

    + Add to schedule
    Prerequisites: PSTAT 120A-B; and PSTAT 126 with a minimum grade of C or better.

    4

    Units

    Optional

    Grading

    1

    Passtime

    None

    Level Limit

    Letters and science

    College
    Unlocks PSTAT 135 PSTAT 134 PSTAT 234
    These majors only stats
    Instructors
    T B A
    No info found
    Lecture
    LSB 1001
    T R
    17:00 PM - 18:15 PM
    12 / 20
    Sections
    PHELP1525
    M
    10:00 AM - 10:50 AM
    5 / 5 Full
    PHELP1525
    M
    11:00 AM - 11:50 AM
    2 / 5
    PHELP1525
    M
    12:00 PM - 12:50 PM
    0 / 5
    PHELP1525
    M
    13:00 PM - 13:50 PM
    5 / 5 Full
    Enrollment Trends
    Past Enrollment Trends (1)
    Spring 2024 . Coburn K M
    NH 1006
    T R
    15:30 PM - 16:45 PM
    Grading Trends (28)
    See All
    PSTAT 231 Coburn K M Fall 2023 Total: 25
    PSTAT 231 Coburn K M Spring 2023 Total: 18
    You Might Also Like
    PSTAT 131
    78 / 80 Enrolled
    Introduction to Statistical Machine Learning
    T B A
    T R
    17:00 PM - 18:15 PM
    PSTAT 134
    62 / 80 Enrolled
    Statistical Data Science
    Baracaldo Lan
    T R
    15:30 PM - 16:45 PM
    PSTAT 223A
    20 / 20 Full
    STOCHASTIC CALCULUS AND APPLICATIONS
    Fouque J-P
    M W
    11:00 AM - 12:15 PM
    PSTAT 227
    20 / 30 Enrolled
    Bootstrap and Resampling Methodology
    Andrew Carter 3.3
    T R
    09:30 AM - 10:45 AM
    PSTAT 234
    12 / 20 Enrolled
    Statistical Data Science
    Baracaldo Lan
    T R
    15:30 PM - 16:45 PM
    CMPSC 9
    83 / 150 Enrolled
    Intermediate Python Programming
    Richert Wang 5.0
    T R
    15:30 PM - 16:45 PM