1. Is Your Problem Classification or Regression?

Classification: Predicting categories (e.g., yes/no, types of flowers).
Regression: Predicting numbers (e.g., house price).

Decision trees can do both!

Why Use Linear or Logistic Regression When Decision Trees Can Do Both?
a. Simplicity and Interpretability

Linear Regression: Very simple, easy...