CMPSC 225

Information Theory

University of California Santa Barbara · UGRD · Fall 2026

1 section

Catalog 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.

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Class #california_santa_barbara-1731Fall 2026UGRD

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