CSCI 31000 - Machine Intelligence

Course Credit: 1
This course is a hands-on introduction to machine learning and artificial intelligence. The main question addressed is: How can we design good computer algorithms that improve automatically through experience (e.g. similar to the way humans learn)? Multiple machine learning models are examined. The goal of the course is that students begin to understand some of the issues and challenges facing machine learning while being exposed to the pragmatics of implementing machine learning systems in Matlab. Prerequisite(s): CSCI 20000, CSCI 23000, OR CSCI 23200 Alternate Years.