CS 3220 - Computational Mathematics for Computer Science

(SMR-AS)

Fall. 3 credits. Student option grading.

Prerequisite: MATH 2210 or MATH 2940 or equivalent. Prerequisite or corequisite: one programming class, 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.