CS 3220 - [Computational Mathematics for Computer Science]

(SMR-AS)

Fall. Not offered: 2024-2025. Next offered: 2025-2026. 3 credits. Student option grading.

Prerequisite: MATH 2210 or MATH 2310 or MATH 2940, or their equivalents. One programming class required, and some familiarity with probability and statistics.

K. Fan.

Introduction to computational mathematics covering topics in (numerical) linear algebra, statistics, and optimization. Topics included are those of particular relevance to upper-division computer science courses in machine learning, numerical analysis, graphics, vision, robotics, and more. An emphasis is placed both on understanding core mathematical concepts and introducing associated computational methodologies.