Sep 16, 2024  
2024-2025 Catalog 
    
Catalog Navigation
  Catalog Home

  Academic Calendar
  Academic Programs
  Course Descriptions


  Undergraduate Education
  General Education
  School of Engineering
  School of Natural Sciences
  School of Social Sciences, Humanities and Arts
  Graduate Studies
  Research at UC Merced


  About UC Merced
  Academic Policies
  Undergraduate Admissions
  Fees and Expenses
  Financial Aid and Scholarships
  Directions and Map
  Directory
  My Catalog
HELP
2024-2025 Catalog


Facebook this Page (opens a new window)
Tweet this Page (opens a new window)
Add to My Catalog (opens a new window)

MATH 180: Applied Statistics and Machine Learning

Units: 4

Introduction to modern applied statistics emphasizing computational methods to deal with high-dimensional data. Multivariate linear and nonlinear regression, model selection, overfitting, cross-validation, bootstrapping and quantification of uncertainty in model parameters and predictions, principal component analysis, and classification.

Course Details
Repeats Allowed for Credit: 0

Laboratory included
Normal Letter Grade only

GE Requirements
  • Upper Division: Crossroads
  • Intellectual Experience: Scientific Method

Requisites and Restrictions
Prerequisite Courses: (MATH 024 or MATH 041) and MATH 032
Instructor Permission Required: No


View course scheduling information



Facebook this Page (opens a new window)
Tweet this Page (opens a new window)
Add to My Catalog (opens a new window)