Apr 24, 2024  
2021-2022 General Catalog 
    
Catalog Navigation
  Catalog Home
  Academics
  General Education & University Studies
  Academic & Registration Calendars
  University Policies and Procedures
  School of Graduate Studies (Policy)
  Departments
  Programs
  Courses
  Student and Enrollment Services
  Schedule of Classes (external link)
  Campus Services
  2020-2021 Academic Calendar
  Campus Maps
  Disclaimer
  Archived Catalogs
  Registration Requirement
  Spring Semester 2022 Final Examination Schedule
  Library Faculty
HELP
2021-2022 General Catalog ARCHIVED CATALOG: To search archives, MUST use search box to left. Current catalog: catalog.usu.edu.

Facebook this Page (opens a new window)
Tweet this Page (opens a new window)

STAT 5650 - Statistical Learning and Data Mining I

2 credits

Students learn principal components analysis, discriminant analysis, logistic regression, nearest neighbor classification, classification trees, random forests, and are introduced to AdaBoost, gradient boosting machines, and support vector machines. They also learn agglomerative and k-means clustering, canonical correlation, and multivariate regression.

Prerequisite/Restriction: STAT 5100 ​ with a grade of C- or better


Facebook this Page (opens a new window)
Tweet this Page (opens a new window)