Data Science and Big Data Computing

Name: Data Science and Big Data Computing
Brand: Springer International Publishing AG
SKU: 9783319811390
Price: 129.91 EUR
Availability: InStock

Frameworks and Methodologies

Autor: Zaigham Mahmood

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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129.91 €

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

Informácie o knihe

Autor

Zaigham Mahmood

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

319

EAN

9783319811390

ISBN

9783319811390

Enbook ID

19703605

Vydavateľ

Springer International Publishing AG

Hmotnosť

5212

Rozmery

155 x 235 x 19

Kompletný popis

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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Data Science and Big Data Computing

Frameworks and Methodologies

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