- 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
This book is great for R developers who are looking for a way to perform Big Data analytics with Hadoop. They would like all the techniques of integrating R and Hadoop, how to write Hadoop MapReduce, and tutorials for developing and running Hadoop MapReduce within R. Also this book is aimed at those who know Hadoop and want to build some intelligent applications over Big Data with R packages. It would be helpful if readers have basic knowledge of R.
-
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click here login for view all page.