Machine Learning
Download as PDF
Overview
Subject area
CSCI
Catalog Number
325
Course Title
Machine Learning
Department(s)
Description
Foundations of machine learning, linear regression, logistic regression (classification), nonlinear transformation, regularization, validation, random forest, support-vector machine, neural network, deep learning, Unsupervised learning (K-Means), dimensionality reduction (PCA), machine learning pipeline. Programming projects.
Typically Offered
Fall, Spring
Academic Career
Undergraduate
Liberal Arts
No
Credits
Minimum Units
3
Maximum Units
3
Academic Progress Units
3
Repeat For Credit
No
Components
Name
Lecture
Hours
3
Requisites
028019