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Learning Apache Spark 2

You're reading from  Learning Apache Spark 2

Product type Book
Published in Mar 2017
Publisher Packt
ISBN-13 9781785885136
Pages 356 pages
Edition 1st Edition
Languages

Table of Contents (18) Chapters

Learning Apache Spark 2
Credits
About the Author
About the Reviewers
www.packtpub.com
Customer Feedback
Preface
1. Architecture and Installation 2. Transformations and Actions with Spark RDDs 3. ETL with Spark 4. Spark SQL 5. Spark Streaming 6. Machine Learning with Spark 7. GraphX 8. Operating in Clustered Mode 9. Building a Recommendation System 10. Customer Churn Prediction 1. Theres More with Spark

Summary


This concludes the chapter. We have gone through a churn prediction example using the PySpark and the Jupyiter notebook. I hope this gives you a good starting point for building your own applications. The full code and the Jupyter notebook are available on this book's GitHub page.

This was the last major chapter of this book. As a part of this book our intention was to take the users who are beginning to learn Spark on a journey where they can start from the very basics to a level where they feel comfortable with Spark as framework and also about writing their own Spark applications. We've covered some interesting topics including RDDs, DataFrames, MlLib, GraphX and also how to set up Spark in a cluster mode. Any book cannot do justice to Spark as a framework, as it is continuously evolving with new and exciting features added in every release.

We hope you have enjoyed this journey and look forward to hearing from you on your experience and feedback. In the Appendix, There's More with...

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