Everything you need to know about Decision Trees

In this article, we will look into Decision Trees, another basic and important Machine Learning algorithm to have in your ML algorithms toolbox. We will start by looking into what it does and how it works. We will then implement it using scikit-learn   You will be learning everything you need to know regarding Decision Trees including seeing it in action on a real-world dataset as well. There will be quizzes and assignments along the way to reinforce your learning as well. Let’s go over the various sections in this course:  

• What are Decision Trees
• Python Implementation (Dummy Data)
• Python Implementation (Real-World Dataset)
• Plotting the Decision Tree
• Practical Use-Cases
• Building the UI
• Conclusion
• Take-home Assignment For you