Step 1: TheoryDocumentation
Scikit-Learn Decision Trees Guide
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
Your First Machine Learning Model Exercise
Solve the challenges and apply your knowledge interactively.
Easy15 min estimated study
Overview
Train your first decision tree regression model on housing features.
Learning Objectives
- Initialize predictor classes
- Fit models using sklearn
Prerequisites
Item #26Explore Your Data
LockedTracking Control
Completion Reward+150 XP
Study Checklist
Studied theory resource
Completed practice exercise