An Introduction to Decision Trees | Gini Impurity & Python Code
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This is the 1st video in a new series on decision trees. Here, I give a beginner-friendly introduction to the technique and walk through a concrete example with Python code.
Series playlist: • Decision Trees
More on Decision Trees:
Blog: https://towardsdatascience.com/decisi...
Example Code: https://github.com/ShawhinT/YouTube-B...
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Homepage: https://shawhintalebi.com/
Intro - 0:00
What are Decision Trees? - 0:09
Graphical View of a Decision Tree - 1:48
Growing a Decision Tree From Data- 2:56
Gini Impurity - 3:38
Toy Example - 5:26
Hyperparameter Tuning - 9:46
Example Code: Sepsis Survival Prediction - 11:33
Watch video An Introduction to Decision Trees | Gini Impurity & Python Code online without registration, duration hours minute second in high quality. This video was added by user Shaw Talebi 18 February 2023, don't forget to share it with your friends and acquaintances, it has been viewed on our site 3,310 once and liked it 76 people.