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Information Theory, Inference and Learning Algorithms
Language: en
Pages: 694
Authors: David J. C. MacKay
Categories: Computers
Type: BOOK - Published: 2003-09-25 - Publisher: Cambridge University Press

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Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign
Information Theory, Inference and Learning Algorithms
Language: en
Pages: 640
Authors: David J. C. MacKay
Categories: Computers
Type: BOOK - Published: 2003 - Publisher: Cambridge University Press

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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
Information Theory , Inference And Learning Algorithms
Language: en
Pages: 640
Authors: MACKAY
Categories:
Type: BOOK - Published: - Publisher:

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Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, sign
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Coding and Information Theory
Language: en
Pages: 520
Authors: Steven Roman
Categories: Mathematics
Type: BOOK - Published: 1992-06-04 - Publisher: Springer Science & Business Media

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This book is an introduction to information and coding theory at the graduate or advanced undergraduate level. It assumes a basic knowledge of probability and m