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Data Science and Big Data Computing

Name: Data Science and Big Data Computing
Brand: Springer International Publishing AG
SKU: 02950039
Price: 141.27 EUR
Availability: InStock
Author: Zaigham Mahmood
ISBN: 9783319318592

Frameworks and Methodologies

Zaigham Mahmood

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 02950039

Editoras Springer International Publishing AG, julho 2016

This§illuminating text/reference surveys the state of the art in data science, and§provides practica... Descrição completa

Código Libristo: 02950039

341 b

141.27 €

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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.