top of page

This site was designed with the

website builder. Create your website today.Start Now

Learning Data Science in the Cloud

Back to the Course Main Page

Machine Learning Module 8: Decision Trees Models and Cross-Validation

Lecture 8.1 Intro to Decision Trees Model

Lecture 8.2 Random Forest and Gradient Boosting Trees

Lecture 8.3 Cross-Validation

Lab 8. Decision Tree, Random Forest, and Gradient Boosted Trees

Objectives:

To learn how to classify data with tree models.
To learn how to assess model performance with cross-validation.

Data:

Download the house price excel file from https://github.com/xbwei/machine_learning_in_rapidminer/blob/master/house_price_label.xlsx

Back to the Course Main Page

bottom of page