- Big Data Analytics with R and Hadoop
- Table of Contents
- Big Data Analytics with R and Hadoop
- Credits
- About the Author
- Acknowledgment
- About the Reviewers
- www.PacktPub.com
- Preface
- Introducing R
- Understanding features of R
- Studying the popularity of R
- Introducing Big Data
- Getting information about popular organizations that hold Big Data
- Introducing Hadoop
- Exploring Hadoop features
- What this book covers
- What you need for this book
- Who this book is for
- Conventions
- Reader feedback
- Customer support
- 1. Getting Ready to Use R and Hadoop
- 2. Writing Hadoop MapReduce Programs
- Understanding the basics of MapReduce
- Introducing Hadoop MapReduce
- Understanding the Hadoop MapReduce fundamentals
- Writing a Hadoop MapReduce example
- Learning the different ways to write Hadoop MapReduce in R
- Summary
- 3. Integrating R and Hadoop
- 4. Using Hadoop Streaming with R
- Understanding the basics of Hadoop streaming
- Understanding how to run Hadoop streaming with R
- Understanding a MapReduce application
- Understanding how to code a MapReduce application
- Understanding how to run a MapReduce application
- Understanding how to explore the output of MapReduce application
- Understanding basic R functions used in Hadoop MapReduce scripts
- Monitoring the Hadoop MapReduce job
- Exploring the HadoopStreaming R package
- Summary
- 5. Learning Data Analytics with R and Hadoop
- 6. Understanding Big Data Analysis with Machine Learning
- 7. Importing and Exporting Data from Various DBs
- A. References
- Index
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
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