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Könyv Data Science and Big Data Computing Zaigham Mahmood

Data Science and Big Data Computing

Frameworks and Methodologies

Szerző: Zaigham Mahmood
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
50 258 Ft
This illuminating text/reference surveys the state of the art in data science, and provides practica...

Információk a könyvről

Szerző
Zaigham Mahmood
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2018
oldal
319
EAN
9783319811390
ISBN
9783319811390
Enbook ID
19703605
Kiadó
Springer International Publishing AG
Súly
5212
Méretek
155 x 235 x 19

Teljes leírás

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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