Decision Tree Regression
Non-linear splits on the data.
Beyond Straight Lines
A decision tree predicts numbers by asking yes-or-no questions about your features, splitting the data step by step. No straight line required. 🌳
Splits Are the Questions
Each branch is a split, like is size above 80? The tree keeps asking, narrowing rows into smaller and smaller groups.
All lessons in this course
- Linear Regression Revisited
- Ridge and Lasso Regularization
- Decision Tree Regression
- Random Forest for Regression