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Data Science and Big Data Computing

Frameworks and Methodologies

Language EnglishEnglish
Book Paperback
Book Data Science and Big Data Computing Zaigham Mahmood
Libristo code: 19703605
Publishers Springer International Publishing AG, May 2018
This illuminating text/reference surveys the state of the art in data science, and provides practica... Full description
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This illuminating text/reference surveys the state of the art in data science, and provides practical guidance on big data analytics. Expert perspectives are provided by authoritative researchers and practitioners from around the world, discussing research developments and emerging trends, presenting case studies on helpful frameworks and innovative methodologies, and suggesting best practices for efficient and effective data analytics. Features: reviews a framework for fast data applications, a technique for complex event processing, and agglomerative approaches for the partitioning of networks; introduces a unified approach to data modeling and management, and a distributed computing perspective on interfacing physical and cyber worlds; presents techniques for machine learning for big data, and identifying duplicate records in data repositories; examines enabling technologies and tools for data mining; proposes frameworks for data extraction, and adaptive decision making and social media analysis.

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About the book

Full name Data Science and Big Data Computing
Language English
Binding Book - Paperback
Date of issue 2018
Number of pages 319
EAN 9783319811390
ISBN 9783319811390
Libristo code 19703605
Weight 5212
Dimensions 155 x 235 x 19
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