Introduction to Decision Trees

Learn the basics of decision trees and how to construct and prune them.

We'll cover the following

Example
Do big trees mean high accuracy?
Homogeneity
- Measure for homogeneity
- Gini index
Parameters of DT
Tree pruning
- Method
Hyperparameter tuning

Get hands-on with 1400+ tech skills courses.