- 01. Introduction
- 02. Lesson Outline
- 03. Dataset: Oral Insulin Phase II Clinical Trial Data
- 04. Manual vs. Programmatic Cleaning
- 05. Data Cleaning Process
- 06. Cleaning Sequences
- 07. Quiz and Solution Notebooks
- 08. Address Missing Data First
- 09. Quiz: Missing Data
- 10. Solution: Missing Data
- 11. Cleaning for Tidiness
- 12. Quiz: Tidiness
- 13. Solution: Tidiness
- 14. Cleaning for Quality
- 15. Quiz: Quality
- 16. Solution: Quality
- 17. Flashforward
- 18. You Can Iterate
- 19. Cleaning Summary
- 20. Conclusion