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2026-2027 General Catalog

CMPSC225

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CMPSC 225 - Information Theory

Computer ScienceCollege of Engineering

Full Course Title

Information Theory

Abbreviated Course Title

INFORMATION THEORY

Instructor Name(s)

Van Dam

Course Description

Entropy, mutual information, and Shannon's coding theorems; lossless source coding, Huffman, Shannon-Fano-Elias, and arithmetic codes; Channel capacity; rate-distortion theory, and lossy source coding; source-channel coding; algorithmic complexity and information; applications of information theory in various fields.

Units Fixed

4

Maximum number of times course can be repeated for additional credit

99

Maximum Units

99

Prerequisites

ECE 139 or equivalent, or PSTAT 120A-B.

Advisory Enrollment Comments

Same course as ECE 205.

UC Santa Barbara
Santa Barbara, California 93106
(805) 893-8000


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