Getting Started with Decision Trees
Learn the basics of Decision Trees and implement using Python – Free Course
What you’ll learn
- Basics of Decision Trees
- This course requires you to know basic Machine Learning algorithms like Linear Regression, Logistic Regression
- Familiarity with Python would be an advantage
Why learn about Decision Trees?
Decision Trees are the most widely and commonly used machine learning algorithms.
It can be used for solving both classification as well as regression problems.
Decision Trees are easy to interpret and hence have multiple applications around different industries.
What would you learn in Getting started with Decision Tree course?
Introduction to Decision Trees
Terminologies related to decision trees
Different splitting criterion for decision tree like Gini, chi-square, etc.
Implementation of decision tree in Python
Author(s): Analytics Vidhya