Book Image

Big Data Analytics with R and Hadoop

By : Vignesh Prajapati
Book Image

Big Data Analytics with R and Hadoop

By: Vignesh Prajapati

Overview of this book

<p>Big data analytics is the process of examining large amounts of data of a variety of types to uncover hidden patterns, unknown correlations, and other useful information. Such information can provide competitive advantages over rival organizations and result in business benefits, such as more effective marketing and increased revenue. New methods of working with big data, such as Hadoop and MapReduce, offer alternatives to traditional data warehousing. <br /><br />Big Data Analytics with R and Hadoop is focused on the techniques of integrating R and Hadoop by various tools such as RHIPE and RHadoop. A powerful data analytics engine can be built, which can process analytics algorithms over a large scale dataset in a scalable manner. This can be implemented through data analytics operations of R, MapReduce, and HDFS of Hadoop.<br /><br />You will start with the installation and configuration of R and Hadoop. Next, you will discover information on various practical data analytics examples with R and Hadoop. Finally, you will learn how to import/export from various data sources to R. Big Data Analytics with R and Hadoop will also give you an easy understanding of the R and Hadoop connectors RHIPE, RHadoop, and Hadoop streaming.</p>
Table of Contents (16 chapters)
Big Data Analytics with R and Hadoop
Credits
About the Author
Acknowledgment
About the Reviewers
www.PacktPub.com
Preface
Index

Credits

Author

Vignesh Prajapati

Reviewers

Krishnanand Khambadkone

Muthusamy Manigandan

Vidyasagar N V

Siddharth Tiwari

Acquisition Editor

James Jones

Lead Technical Editor

Mandar Ghate

Technical Editors

Shashank Desai

Jinesh Kampani

Chandni Maishery

Project Coordinator

Wendell Palmar

Copy Editors

Roshni Banerjee

Mradula Hegde

Insiya Morbiwala

Aditya Nair

Kirti Pai

Shambhavi Pai

Laxmi Subramanian

Proofreaders

Maria Gould

Lesley Harrison

Elinor Perry-Smith

Indexer

Mariammal Chettiyar

Graphics

Ronak Dhruv

Abhinash Sahu

Production Coordinator

Pooja Chiplunkar

Cover Work

Pooja Chiplunkar