Książka Data Science and Big Data Computing Zaigham Mahmood

Data Science and Big Data Computing

Frameworks and Methodologies

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
562.57
This§illuminating text/reference surveys the state of the art in data science, and§provides practica...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2016
strony
319
EAN
9783319318592
ISBN
3319318594
Enbook ID
02950039
Waga
684
Wymiary
243 x 166 x 25

Pełny opis

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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