Machine Learning with Spark (2015)
Chapter 1. Getting Up and Running with Spark
Chapter 2. Designing a Machine Learning System
Chapter 3. Obtaining, Processing, and Preparing Data with Spark
Chapter 4. Building a Recommendation Engine with Spark
Chapter 5. Building a Classification Model with Spark
Chapter 6. Building a Regression Model with Spark
Chapter 7. Building a Clustering Model with Spark
Chapter 8. Dimensionality Reduction with Spark
Chapter 9. Advanced Text Processing with Spark
Chapter 10. Real-time Machine Learning with Spark Streaming