In this chapter we briefly explore some basic ideas involved in the information theory and source coding. Information sources can be classified as having memory or being memoryless. A source with ...

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning, equipping students with a uniquely ...