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Information theory -- Handbooks, manuals, etc.

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View Resource Information Theory, Inference, and Learning Algorithms

Spanning over 600 pages, this online textbook about information theory was released in its final version on June 26, 2003. The book's author, a physics professor at the University of Cambridge, wrote the book with the intention of unifying theoretical concepts with practical statistical communications. Furthermore, he addresses "Bayesian data modeling, Monte Carlo methods," and much more to...

http://www.inference.phy.cam.ac.uk/mackay/itprnn/book.html