EP7 - Machine Learning: The Great AI Pivot from Rules to Data

This episode marks a critical pivot from classical AI's hand-crafted rules to the data-driven world of Machine Learning. We explore why the old paradigm failed and how ML algorithms learn patterns directly from data. You'll learn the essential Machine Learning workflow and get a clear map of the three great learning paradigms—Supervised, Unsupervised, and Reinforcement Learning—that power virtually all modern AI.