CSE 515

Statistical Methods in Computer Science

Credits

4.0

Lead Instructor

Benjamin Taskar

Textbook

None

Course Description

Introduction to the probabilistic and statistical techniques used in modern computer systems. Graphical models, probabilistic inference, statistical learning, sequential models, decision theory.

Prerequisites

either STAT 341 or STAT 391, and graduate standing in computer science, or permission of instructor.

CE Major Status

None

Course Objectives

none

ABET Outcomes

No outcomes registered

Course Topics

none