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Hadoop Real-World Solutions Cookbook- Second Edition

You're reading from   Hadoop Real-World Solutions Cookbook- Second Edition Over 90 hands-on recipes to help you learn and master the intricacies of Apache Hadoop 2.X, YARN, Hive, Pig, Oozie, Flume, Sqoop, Apache Spark, and Mahout

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Product type Paperback
Published in Mar 2016
Publisher
ISBN-13 9781784395506
Length 290 pages
Edition 2nd Edition
Tools
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Author (1):
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Tanmay Deshpande Tanmay Deshpande
Author Profile Icon Tanmay Deshpande
Tanmay Deshpande
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Table of Contents (12) Chapters Close

Preface 1. Getting Started with Hadoop 2.X FREE CHAPTER 2. Exploring HDFS 3. Mastering Map Reduce Programs 4. Data Analysis Using Hive, Pig, and Hbase 5. Advanced Data Analysis Using Hive 6. Data Import/Export Using Sqoop and Flume 7. Automation of Hadoop Tasks Using Oozie 8. Machine Learning and Predictive Analytics Using Mahout and R 9. Integration with Apache Spark 10. Hadoop Use Cases Index

Introduction

In the previous chapter, we discussed how to write MapReduce programs in various ways in order to analyze data. Earlier, MapReduce was the only means of processing data in Hadoop, but with the passage of time, growing popularity, and the ease of using the Hadoop platform, various subprojects joined its league, which helps users write logic in SQL, scripts, and so on, and analyze the data. Projects, such as Apache Hive, Apache Pig, and Apache Hbase, are well accepted by users, so the majority of development these days takes place using any of these. In this chapter, we are going to take a look at how to use these tools to perform various advanced operations. If you are new to these terms, I would recommend that you read through these links first.

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