- 01. Introduction
- 02. What Is A POI
- 03. Accuracy vs. Training Set Size
- 04. Downloading Enron Data
- 05. Types of Data Quiz 1
- 06. Types of Data Quiz 2
- 07. Types of Data Quiz 3
- 08. Types of Data Quiz 4
- 09. Types of Data Quiz 5
- 10. Types of Data Quiz 6
- 11. Enron Dataset Mini-Project Video
- 12. Datasets and Questions Mini-Project
- 13. Size of the Enron Dataset
- 14. Features in the Enron Dataset
- 15. Finding POIs in the Enron Data
- 16. How Many POIs Exist?
- 17. Problems with Incomplete Data
- 18. Query the Dataset 1
- 19. Query the Dataset 2
- 20. Query the Dataset 3
- 21. Research the Enron Fraud
- 22. Enron CEO
- 23. Enron Chairman
- 24. Enron CFO
- 25. Follow the Money
- 26. Unfilled Features
- 27. Dealing with Unfilled Features
- 28. Dict-to-array conversion
- 29. Missing POIs 1 (optional)
- 30. Missing POIs 2 (optional)
- 31. Missing POIs 3 (optional)
- 32. Missing POIs 4 (optional)
- 33. Missing POIs 5 (optional)
- 34. Missing POIs 6 (optional)
- 35. Mixing Data Sources (optional)