Machine Learning: Random Forests & Decision Trees

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

• 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