- Foreword
- Preface
- 1. Introduction to Data Analysis with Spark
- 2. Downloading Spark and Getting Started
- 3. Programming with RDDs
- 4. Working with Key/Value Pairs
- 5. Loading and Saving Your Data
- 6. Advanced Spark Programming
- 7. Running on a Cluster
- 8. Tuning and Debugging Spark
- 9. Spark SQL
- 10. Spark Streaming
- 11. Machine Learning with MLlib
- Index
Learning Spark
Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia
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