AI vs. ML: Artificial Intelligence and Machine Learning Overview

The idea that machines can replicate or even exceed human thinking has served as the inspiration for advanced computing frameworks – and is now seeing vast investment by countless companies. At the center of this concept are artificial intelligence (AI) and machine learning (ML). These terms are often used synonymously and interchangeably. In reality, AI and ML represent two different things--though they are related. Artificial intelligence can be defined as a computing system's ability to imitate or mimic human thinking and behavior. Machine learning, a subset of AI, refers to a system that learns without being explicitly programmed or directly managed by humans.