Books & Videos

Table of Contents

  1. Chapter 1 Introduction to High Performance Spark

  2. Chapter 2 How Spark Works

  3. Chapter 3 DataFrames, Datasets & Spark SQL

  4. Chapter 4 Joins (SQL & Core)

  5. Chapter 5 Effective Transformations

  6. Chapter 6 Working with Key/Value Data

  7. Chapter 7 Going Beyond Scala

  8. Chapter 8 Testing & Validation

  9. Chapter 9 Spark MLlib and ML

  10. Chapter 10 Spark Components and Packages

  11. Appendix Spark Tuning and Cluster Sizing