Learn how Decision Trees work with visual intuition, examples, Python code, and real-world applications in classification and regression.

Understand logistic regression with simple concepts, math intuition, and a Python code example using scikit-learn.

Understand how Random Forests work with intuitive explanations, real-world applications, and a hands-on Python code example.

Learn how linear regression works, when to use it, and how to implement it with a simple Python example using real data.

Learn how Support Vector Machines work with real-world examples, visual intuition, and Python code for classification tasks.