CS 4774 - Machine Learning

An introduction to machine learning: the study of algorithms that improve their performance through experience. Covers both machine learning theory and algorithms. Introduces algorithms, theory, and applications related to both supervised and unsupervised learning, including regression, classification, and optimization and major algorithm families for each. Prerequisites: CS 2150; and either Math 3350 or APMA 3080; and one of APMA 3100, APMA 3110, MATH 3100, or equivalent.

Credits: 3