Learning Paradigms

This lesson explores the three primary machine learning paradigms: supervised learning, unsupervised learning, and reinforcement learning. Students discover how machines learn from labeled data, uncover hidden patterns, and improve through rewards and feedback. Everyday applications such as spam filters, customer segmentation, and GPS optimization are used to connect theory to practice.