Jan 04, 2025  
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2024-2025 Catalog


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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


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