- 01. Introduction
- 02. Course Outline
- 03. A Definition and An Analogy
- 04. Examples
- 05. Walkthrough and Dataset
- 06. Gather (Intro)
- 07. Template and Software
- 08. Quiz: Gather (Download)
- 09. Quiz: Gather (Open Jupyter Notebook)
- 10. Quiz: Gather (Unzip File)
- 11. Gather (CSV Files)
- 12. Quiz: Gather (Import)
- 13. Gather (Summary)
- 14. Assess (Intro)
- 15. Quiz: Assess (Visual)
- 16. Quiz: Assess (Programmatic)
- 17. Quiz: Assess (Tidiness)
- 18. Assess (Summary)
- 19. Clean (Intro)
- 20. Clean (Define)
- 21. Quiz: Clean (Code 1)
- 22. Quiz: Clean (Code 2)
- 23. Quiz: Clean (Test)
- 24. Clean (Summary)
- 25. Reassess and Iterate
- 26. Wrangling vs. EDA vs. ETL
- 27. Analysis and Visualization
- 28. Data Wrangling Summary
- 29. Conclusion