ML Basics (Part-4): Decision Trees

How to build and Apply Decision Trees in Python using Numpy

Requirements

• Python 3
• Numpy
• scikit-learn (needed only for sample data generation)

Running The Notebook

• Open the Notebook in Google Colab or local jupyter server
• Install the requirements
• Restart the kernel if necessary

The tutorial 📃

The full tutorial is available on following links:

On Medium:

https://azad-wolf.medium.com/ml-basics-part-4-decision-trees-cc37d07137b2

On Substack:

https://azadwolf.substack.com/p/ml-basics-part-4-decision-trees

More Details in the Book Chapter 📃