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یادگیری ماشین با پایتون: درختان تصمیم

Making decisions with Python
00:51
What you should know
01:10
The tools you need
01:15
Using the exercise files
01:46

What is a decision tree?
04:29
How is a classification tree built?
06:27
How do classification trees measure impurity?
05:48
How is a regression tree built?
05:40
How to prune a decision tree
07:10
Why and when to use a decision tree
02:59

How to build a classification tree in Python
06:05
How to visualize a classification tree in Python
04:18
How to prune a classification tree in Python
05:09

How to build a regression tree in Python
07:50
How to visualize a regression tree in Python
05:26
How to prune a regression tree in Python
05:47

Next steps with decision trees
01:43

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