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.

An epoch in AI is a full pass through training data. Discover why it's crucial for teaching machines and how it shapes model performance.

Discover what a data point is in AI and how it powers intelligent decision-making across machine learning and deep learning systems.