Big Data Analytics
Price: 825.00 INR
ISBN:
9780199497225
Publication date:
03/04/2020
Paperback
432 pages
Price: 825.00 INR
ISBN:
9780199497225
Publication date:
03/04/2020
Paperback
432 pages
First Edition
G. Sudha Sadasivam & R. Thirumahal
- Chapter outlines and learning outcomes listed at the start of each chapter
- Illustrative discussion on big data frameworks and infrastructure
- Algorithms for data analytics on big data frameworks and tools
- Solved numerical examples to supplement the text
- Practice exercises and codes for various case studies on Hadoop, R, Spark, MongoDB, Storm, and Neo4j
- Interview questions highlighted as boxed items in each chapter
- Point-wise summary at the end of each chapter to enable quick revision
- Chapter-end exercises comprising objective-type questions with answers, critical thinking questions, descriptive type questions, and numerical exercises
Rights: World Rights
First Edition
G. Sudha Sadasivam & R. Thirumahal
Description
Big Data Analytics presents a comprehensive treatment of the subject for undergraduate and postgraduate students of computer science and engineering, information technology, and other related disciplines.
The book has been written to cover the basics of analytics before moving to big data and its analytics. It seeks to translate the theory behind big data into principles and practices for a data analyst.
About the author
G. Sudha Sadasivam is Professor and Head of the Department of Computer Science and Engineering, PSG College of Technology, Tamil Nadu. Her areas of interest include distributed computing and big data analytics.
R. Thirumahal is Assistant Professor (Selection Grade) in the Department of Computer Science and Engineering, PSG College of Technology, Tamil Nadu. Her areas of expertise include data integration, big data analytics, and machine learning.
First Edition
G. Sudha Sadasivam & R. Thirumahal
Table of contents
- Basics of big data and NoSQL systems
- Tools and frameworks for handling big data
- Theory and methods of big data analytics
- Infrastructure for big data
First Edition
G. Sudha Sadasivam & R. Thirumahal
Description
Big Data Analytics presents a comprehensive treatment of the subject for undergraduate and postgraduate students of computer science and engineering, information technology, and other related disciplines.
The book has been written to cover the basics of analytics before moving to big data and its analytics. It seeks to translate the theory behind big data into principles and practices for a data analyst.
About the author
G. Sudha Sadasivam is Professor and Head of the Department of Computer Science and Engineering, PSG College of Technology, Tamil Nadu. Her areas of interest include distributed computing and big data analytics.
R. Thirumahal is Assistant Professor (Selection Grade) in the Department of Computer Science and Engineering, PSG College of Technology, Tamil Nadu. Her areas of expertise include data integration, big data analytics, and machine learning.
Table of contents
- Basics of big data and NoSQL systems
- Tools and frameworks for handling big data
- Theory and methods of big data analytics
- Infrastructure for big data
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