University of Vermont

UVM Course Directory

Term: All Terms

Subject: Computer Science

Course Number: 254

CS 254 - QR: Machine Learning

Introduction to machine learning algorithms, theory, and implementation, including supervised and unsupervised learning; topics typically include linear and logistic regression, learning theory, support vector machines, decision trees, backpropagation artificial neural networks, and an introduction to deep learning. Prerequisites: STAT 151 or STAT 251; MATH 122 or MATH 124.