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Book Cover
E-book
Author Chakraborty, Sanjay, author

Title Computing for data analysis : theory and practices / Sanjay Chakraborty, Lopamudra Dey
Published Singapore : Springer, [2023]
©2023

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Description 1 online resource (xviii, 222 pages) : illustrations (some color)
Series Data-intensive research, 2731-5568
Data-intensive research. 2731-5568
Contents Part 1. Introduction -- Chapter 1. Introduction -- Part 2. Integration of Cloud, Internet of Things, Virtual Reality and Big Data Analytics -- Chapter 2. Impact of Big Data and Cloud Computing on Data Analysis -- Chapter 3. Edge Computing with Internet of Things (IoT) and Data Analysis -- Chapter 4. Virtual and Augmented Reality with Embedded Systems -- Part 3. Biological Applications of Data Analytics -- Chapter 5. Computational Biology towards Data Analysis -- Chapter 6. Data Classification through Cognitive Computing -- Part 4. Quantum Computing for Data Analysis -- Chapter 7. Quantum Computing in Machine Learning -- Chapter 8. Quantum Computing in Image Processing -- Part 5. Computations for Various Data Applications and Future -- Chapter 9. Challenges and Future Research Directions on Data Computation
Summary This book covers various cutting-edge computing technologies and their applications over data. It discusses in-depth knowledge on big data and cloud computing, quantum computing, cognitive computing, and computational biology with respect to different kinds of data analysis and applications. In this book, authors describe some interesting models in the cloud, quantum, cognitive, and computational biology domains that provide some useful impact on intelligent data (emotional, image, etc.) analysis. They also explain how these computing technologies based data analysis approaches used for various real-life applications. The book will be beneficial for readers working in this area
Bibliography Includes bibliographical references
Notes Online resource; title from PDF title page (SpringerLink, viewed February 7, 2023)
Subject Computational intelligence.
Data mining.
Big data.
Big data
Computational intelligence
Data mining
Form Electronic book
Author Dey, Lopamudra, author
ISBN 9789811980046
9811980047