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