Software Engineering Practices Pt I
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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
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10. Optimizing - Common Books
03 Optimizing Common Books V1
Resources:
What makes sets faster than lists
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