Welcome to the Decision Tree
In this beginner-friendly session, we’ll explore how Decision Trees work for both classification and regression tasks in machine learning. You'll learn:
What is a Decision Tree and how it mimics human decision-making
Key terms: root node, leaf node, branches, splitting, etc.
How information gain and Gini index are used to build trees
Building a Decision Tree model using Scikit-learn
Visualizing and interpreting Decision Trees
