Decision Trees

In this video we will introduce Decision Trees and show what they are, and how they can be used for both classification and regression
Trees Playlist: bit.ly/MeerkatStatisticsTrees
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"Decision Trees" Mini Course Outline:
* Course Materials
* Introduction to Decision Trees
* Split Criteria
* Stop Criteria, Categorical Data, Missing Values and Implementation Details
* Build a Decision Tree from scratch in Python using numpy
* Code - Moving to a class implementation, entropy
* Code - Building the tree using a stack and a queue
* Code - Regression Trees
* Cost Complexity Pruning - Theory and Code
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[@Qwerty1234ytrewq]

I love your videos! Please can you put another discount code up for your courses? I want to buy the GLM and variational inference ones

[@MeerkatStatistics]

There's still an active discount, but not for long: Use the "BlackFriday" coupon on my website to get 50% off on all membership/courses. meerkatstatistics.com/courses/