A type of artificial intelligence system that learns from data patterns is known as a machine learning system. These systems use algorithms to analyze data, identify patterns, and improve their performance over time without explicit programming for each task. They are widely utilized in applications like recommendation systems, image recognition, and predictive analytics, ultimately enhancing decision-making processes.