Online Course Catalog
MATH 490 XGR - Math of Machine Learning
Spring 2025
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Math of Machine Learning | XGR | 47639 | ONL | 3 | - | Partha Dey |
Course Description
Machine learning is a growing field at the intersection of probability, statistics, optimization, and computer science, which aims to develop algorithms for making predictions based on data. This course will cover foundational models and mathematics for machine learning, including statistical learning theory and neural networks with a project component.
Credit Hours
3 hours
Prerequisites
MATH 461 or STAT 410 and one of CS 101 or CS 125 or equivalent.
Subject Area
- Mathematics for Engineers