Data Science and Big Data Computing - 9783319318592

Springer International Publishing AG

Discover the latest advancements in data science and big data analytics with this comprehensive guide. This book offers expert perspectives from researchers and practitioners worldwide, covering cutting-edge frameworks, innovative methodologies, and best practices for efficient data analysis. Explore key topics including: * Frameworks for fast data applications * Techniques for complex event processing and network partitioning * Unified approaches to data modeling and management * Distributed computing for interfacing physical and cyber worlds * Machine learning for big data and duplicate record identification * Enabling technologies and tools for data mining * Frameworks for data extraction, adaptive decision making, and social media analysis. This illuminating text provides practical guidance for anyone working with big data. It's an essential resource for understanding research developments and emerging trends in the field. Summary: Data Science and Big Data Computing by Zaigham Mahmood, a hardcover book published by Springer, ISBN 9783319318592, featuring 319 pages and written in English.