- 01. Introduction
- 02. Clean and Modular Code
- 03. Refactoring Code
- 04. Writing Clean Code
- 05. Quiz: Clean Code
- 06. Writing Modular Code
- 07. Quiz: Refactoring - Wine Quality
- 08. Solution: Refactoring - Wine Quality
- 09. Efficient Code
- 10. Optimizing - Common Books
- 11. Quiz: Optimizing - Common Books
- 12. Solution: Optimizing - Common Books
- 13. Quiz: Optimizing - Holiday Gifts
- 14. Solution: Optimizing - Holiday Gifts
- 15. Documentation
- 16. In-line Comments
- 17. Docstrings
- 18. Project Documentation
- 19. Documentation
- 20. Version Control in Data Science
- 21. Scenario #1
- 22. Scenario #2
- 23. Scenario #3
- 24. Model Versioning
- 25. Conclusion