Data Science and Big Data Computing

Name: Data Science and Big Data Computing
Brand: Springer International Publishing AG
SKU: 9783319811390
Price: 718.5 RON
Availability: InStock

Frameworks and Methodologies

Autor: Zaigham Mahmood

Limbă:

Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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

Informații despre carte

Autor

Zaigham Mahmood

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

319

EAN

9783319811390

ISBN

9783319811390

Enbook ID

19703605

Editura

Springer International Publishing AG

Greutate

5212

Dimensiuni

155 x 235 x 19

Descriere completă

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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