Discover how Support Vector Machines (SVMs) create optimal decision boundaries in AI, using margins, support vectors, and kernel tricks.

K-Nearest Neighbors (KNN) is a simple yet powerful AI algorithm that classifies data by comparing it to nearby labeled examples.

Explore how Decision Trees and Random Forests shape AI, from simple decision paths to powerful ensemble predictions.

Logistic regression is a simple yet powerful AI tool for predicting outcomes. Learn how it works and why it’s still a favorite in the field.

Discover the role of Linear Regression in AI, from data relationships to real-world predictions, with a clean, intuitive approach.