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CART - Classification and Regression Trees

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Overview

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This course introduces CART through decision and classification trees, regression trees, feature selection, missing data, pruning, and a start-to-finish Python implementation.

Syllabus

Decision and Classification Trees, Clearly Explained!!!.
StatQuest: Decision Trees, Part 2 - Feature Selection and Missing Data.
Regression Trees, Clearly Explained!!!.
How to Prune Regression Trees, Clearly Explained!!!.
Decision Trees in Python from Start to Finish.

Taught by

StatQuest with Josh Starmer

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