Information Theory and CodingCovers source coding, Kraft's inequality, mutual information, Huffman procedure, and properties of tropical sequences.
Source Coding TheoremExplores the Source Coding Theorem, entropy, Huffman coding, and conditioning's impact on entropy reduction.
Source Coding: CompressionCovers entropy, source coding, encoding maps, decodability, prefix-free codes, and Kraft-McMillan's inequality.
Lecture: ShannonCovers the basics of information theory, focusing on Shannon's setting and channel transmission.
Universal Source CodingCovers the Lempel-Ziv universal coding algorithm and invertible finite state machines in information theory.
CompressionCovers the concept of compression and constructing prefix-free codes based on given information.