Brief Table of Contents

Copyright

Brief Table of Contents

Table of Contents

Preface

Acknowledgments

About this Book

About the Authors

About the Cover

1. First steps

Chapter 1. Introduction to Apache Spark

Chapter 2. Spark fundamentals

Chapter 3. Writing Spark applications

Chapter 4. The Spark API in depth

2. Meet the Spark family

Chapter 5. Sparkling queries with Spark SQL

Chapter 6. Ingesting data with Spark Streaming

Chapter 7. Getting smart with MLlib

Chapter 8. ML: classification and clustering

Chapter 9. Connecting the dots with GraphX

3. Spark ops

Chapter 10. Running Spark

Chapter 11. Running on a Spark standalone cluster

Chapter 12. Running on YARN and Mesos

4. Bringing it together

Chapter 13. Case study: real-time dashboard ...

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