Brief Table of Contents

Copyright

Brief Table of Contents

Table of Contents

Preface

Acknowledgments

About this Book

1. Background and fundamentals

Chapter 1. Hadoop in a heartbeat

2. Data logistics

Chapter 2. Moving data in and out of Hadoop

Chapter 3. Data serialization—working with text and beyond

3. Big data patterns

Chapter 4. Applying MapReduce patterns to big data

Chapter 5. Streamlining HDFS for big data

Chapter 6. Diagnosing and tuning performance problems

4. Data science

Chapter 7. Utilizing data structures and algorithms

Chapter 8. Integrating R and Hadoop for statistics and more

Chapter 9. Predictive analytics with Mahout

5. Taming the elephant

Chapter 10. Hacking with Hive

Chapter 11. Programming pipelines with Pig

Chapter ...

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