- 01. Introduction
- 02. What is Big Data?
- 03. Numbers Everyone Should Know
- 04. Hardware: CPU
- 05. Hardware: Memory
- 06. Hardware: Storage
- 07. Hardware: Network
- 08. Hardware: Key Ratios
- 09. Small Data Numbers
- 10. Big Data Numbers
- 11. Medium Data Numbers
- 12. History of Distributed Computing
- 13. The Hadoop Ecosystem
- 14. MapReduce
- 15. Hadoop MapReduce [Demo]
- 16. The Spark Cluster
- 17. Spark Use Cases
- 18. Summary