Information Theory

From Coding to Learning

By Yury Polyanskiy,Yihong Wu | Publisher: Cambridge University Press

About the book

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning. Includes over 210 student exercises, emphasising practical applications in statistics, machine learning and modern communication theory. Accompanied by online instructor solutions.

Editions of Information Theory

Hardcover
ISBN 9781108832908

Read an Excerpt

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning. Includes over 210 student exercises, emphasising practical applications in statistics, machine learning and modern communication theory. Accompanied by online instructor solutions.

Frequently Asked Questions

What is Information Theory about?

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning. Includes over 210 student exercises, emphasising practical applications in statistics, machine learning and modern communication theory. Accompanied by online instructor solutions.

What core themes, tropes, or subjects are explored in Information Theory?

Reference, Information and Interdisciplinary subjects > Research and information: general > Information theory

Where can I read a sample of Information Theory?

You can read an official preview of the few pages here https://www.book2look.com/book/9781108832908

How long is Information Theory and how many pages does it have?

Information Theory has 748 page(s)

Who is/are the Author/s of the book Information Theory?

Yury Polyanskiy,Yihong Wu

Who is the Publisher of the book Information Theory?

Cambridge University Press

What are the ISBN numbers for the physical and digital editions?

Information Theory is available as hardcover(ISBN 9781108832908)

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