Skip Navigation

Scout Archives

Home Projects Publications Archives About Sign Up or Log In

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 provide a thorough overview of advanced data compression and error-correcting codes. The book's material spans many disciplines, having applications in engineering, computer science, mathematics, and the other sciences.
Archived Scout Publication URL
Data Type
Language
Date of Scout Publication
August 15th, 2003
Date Of Record Creation
August 14th, 2003 at 1:09pm
Date Of Record Release
April 4th, 2007 at 12:27pm
Resource URL Clicks
64

Internal

Cumulative Rating
0
Add Comment

Comments

(no comments available yet)