Matlab is a mathematical tool for numerical computation and manipulation. It can prove to be quite useful for running Machine Learning experiments. We will be using it extensively for this course.
If you don't have your own copy of Matlab, you can use it on any Athena workstation on campus. You may need to get some information from the IS people if you've never used Athena before.