Decision Trees
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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
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15. Maximizing Information Gain
Maximizing Information Gain
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