CS 531 - Scientific Computation

Unit(s): 4

A broad introduction to scientific computation and machine learning. Topics include discrete Fourier transform, relaxation method, regression, classification, linear and non-linear dimensionality reduction. Students complete a final project using machine learning techniques.

Prerequisite: MATH 501 with a minimum grade of B- and CS 514 with a minimum grade of B-
Corequisite: CS-531L
College of Arts and Sciences