- 01. Intro
- 02. Recommending Apps 1
- 03. Recommending Apps 2
- 04. Recommending Apps 3
- 05. Quiz: Student Admissions
- 06. Solution: Student Admissions
- 07. Entropy
- 08. Entropy Formula 1
- 09. Entropy Formula 2
- 10. Entropy Formula 3
- 11. Quiz: Do You Know Your Entropy?
- 12. Multiclass Entropy
- 13. Quiz: Information Gain
- 14. Solution: Information Gain
- 15. Maximizing Information Gain
- 16. Calculating Information Gain on a Dataset
- 17. Hyperparameters
- 18. Decision Trees in sklearn
- 19. Titanic Survival Model with Decision Trees
- 20. [Solution] Titanic Survival Model
- 21. Outro