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Codecademy

Machine Learning: Random Forests & Decision Trees

via Codecademy

Overview

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Learn how to build decision trees and then build those trees into random forests.
Continue your Machine Learning journey with Machine Learning: Random Forests and Decision Trees. Find patterns in data with decision trees, learn about the weaknesses of those trees, and how they can be improved with random forests.


* Prepare data for Decision Tree and Random Forest Classifiers

* Implement and assess decision trees and random forests

* Explain the limitations of decision trees


Syllabus

  • Decision Trees: In this course, you will learn how to build and use decision trees and random forests - two powerful supervised machine learning models.
    • Lesson: Decision Trees
    • Quiz: Decision Trees
    • Project: Find the Flag
    • Lesson: Random Forests
    • Quiz: Random Forests
    • Project: Predicting Income with Random Forests
    • Informational: Next Steps

Taught by

Zoe Bachman

Reviews

4.4 rating at Codecademy based on 35 ratings

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