Coding, information theory, and compression are essential fields ... Reed-Solomon Codes: A type of error-correcting code that is widely used in digital communications and data storage, known ...
Probabilistic measure of information. Introduction to compression algorithms including L-Z, MPEG, JPEG, and Huffman encoding. Determination of the information handling capacity of communication ...
Cryptography: The practice of securing information ... Regular Graphs: A type of graph characterized by specific regularity conditions that have applications in coding theory.
This course gives students analytical tools to quantify information, perform inference, and study the relationship of information and learning. The course covers information measures, the source and ...