Information-Theoretic Methods in Data Science

Information-Theoretic Methods in Data Science
Author: Miguel R. D. Rodrigues
Publisher: Cambridge University Press
Total Pages: 561
Release: 2021-04-08
Genre: Computers
ISBN: 1108427138


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The first unified treatment of the interface between information theory and emerging topics in data science, written in a clear, tutorial style. Covering topics such as data acquisition, representation, analysis, and communication, it is ideal for graduate students and researchers in information theory, signal processing, and machine learning.


Information-Theoretic Methods in Data Science
Language: en
Pages: 561
Authors: Miguel R. D. Rodrigues
Categories: Computers
Type: BOOK - Published: 2021-04-08 - Publisher: Cambridge University Press

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The first unified treatment of the interface between information theory and emerging topics in data science, written in a clear, tutorial style. Covering topics
Research Methods in Information
Language: en
Pages: 385
Authors: Alison Jane Pickard
Categories: Education
Type: BOOK - Published: 2013-01-23 - Publisher: Facet Publishing

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The long-awaited 2nd edition of this best-selling research methods handbook is fully updated and includes brand new coverage of online research methods and tech
Information-Spectrum Methods in Information Theory
Language: en
Pages: 552
Authors: Te Sun Han
Categories: Mathematics
Type: BOOK - Published: 2013-04-18 - Publisher: Springer Science & Business Media

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From the reviews: "This book nicely complements the existing literature on information and coding theory by concentrating on arbitrary nonstationary and/or none
Research Methods
Language: en
Pages: 680
Authors: Kirsty Williamson
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2017-11-27 - Publisher: Chandos Publishing

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Research Methods: Information, Systems, and Contexts, Second Edition, presents up-to-date guidance on how to teach research methods to graduate students and pro
Methods of Information Geometry
Language: en
Pages: 220
Authors: Shun-ichi Amari
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: American Mathematical Soc.

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Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical