- 01. Introduction
- 02. Lesson Outline
- 03. Dataset: Oral Insulin Phase II Clinical Trial Data
- 04. Unclean Data: Dirty vs. Messy 1
- 05. Unclean Data: Dirty vs. Messy 2
- 06. Assessment: Types vs. Steps
- 07. Visual Assessment
- 08. Visual Assessment: Acquaint Yourself
- 09. Quality: Visual Assessment 1
- 10. Assessing vs. Exploring
- 11. Quality: Visual Assessment 2
- 12. Data Quality Dimensions 1
- 13. Data Quality Dimensions 2
- 14. Programmatic Assessment
- 15. Quality: Programmatic Assessment 1
- 16. Quality: Programmatic Assessment 2
- 17. Tidiness: Visual Assessment
- 18. Tidiness: Programmatic Assessment
- 19. How Data Gets Dirty and Messy
- 20. You Can Iterate!
- 21. Assessing Summary
- 22. Conclusion