Information Theory Roadmap
Information theory is a field of study focused on quantifying information, developing efficient data transmission methods, and understanding communication systems. Below are some resources to help you get started:
- Websites:
- Shannon Labs - A comprehensive resource on Claude Shannon's work and information theory fundamentals.
- Information Philosopher - Introduction to information theory and its philosophical implications.
- Videos:
- Introduction to Information Theory - An introductory video on information theory concepts.
- Shannon's Information Theory - A detailed explanation of Shannon's contributions to the field.
- Scientific Papers:
- A Mathematical Theory of Communication by Claude E. Shannon - The foundational paper on information theory.
- Deep Learning for Information Theory - A modern perspective on applying deep learning techniques to information theory problems.
- Books:
- Elements of Information Theory by Thomas M. Cover and Joy A. Thomas - A comprehensive textbook on information theory.
- Information Theory by Robert B. Ash - Another great textbook for understanding the fundamentals.