Chapter 3:
Machine Learning Algorithms

Section 1: Introduction to Machine Learning Algorithms

Machine learning algorithms form the backbone of AI systems, enabling them to learn patterns, make predictions, and make intelligent decisions. These algorithms provide the mathematical and statistical foundations that allow computers to automatically learn from data without being explicitly programmed.

Machine learning algorithms can be broadly categorized into three main types: supervised learning, unsupervised learning, and reinforcement learning. Each type addresses different learning scenarios and objectives, and they are employed based on the nature of the data and the desired outcomes.