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Hardcover Information Theory, Inference and Learning Algorithms Book

ISBN: 0521642981

ISBN13: 9780521642989

Information Theory, Inference and Learning Algorithms

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Book Overview

Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics lie at the heart of many exciting areas of contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical...

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