Entropy and AlgorithmsExplores entropy's role in coding strategies and search algorithms, showcasing its impact on information compression and data efficiency.
Shannon's TheoremIntroduces Shannon's Theorem on binary codes, entropy, and data compression limits.
Entropy and Compression IExplores entropy theory, compression without loss, and the efficiency of the Shannon-Fano algorithm in data compression.
Data Compression: Entropy DefinitionExplores data compression through entropy definition, types, and practical examples, illustrating its role in efficient information storage and transmission.
Compression: PredictionCovers the concepts of compression and prediction using prefix-free codes and distributions.