- 01. Introduction
- 02. Setup Instructions AWS
- 03. From Local to Standalone Mode
- 04. Spark Scripts
- 05. Submitting Spark Scripts
- 06. Storing and Retrieving Data on the Cloud
- 07. Reading and Writing to Amazon S3
- 08. Introduction to HDFS
- 09. Reading and Writing Data to HDFS
- 10. Recap Local Mode to Cluster Mode
- 11. Debugging is Hard
- 12. Syntax Errors
- 13. Code Errors
- 14. Data Errors
- 15. Demo: Data Errors
- 16. Debugging your Code
- 17. How to Use Accumulators
- 18. Spark WebUI
- 19. Connecting to the Spark Web UI
- 20. Getting Familiar with the Spark UI
- 21. Review of the Log Data
- 22. Diagnosing Errors Part I
- 23. Diagnosing Errors Part 2
- 24. Diagnosing Errors Part 3
- 25. Optimization Introduction
- 26. Understanding Data Skew
- 27. Understanding Big O Complexity
- 28. Other Issues and How to Address Them
- 29. Lesson Summary