Machine Learning (ML)
Machine Learning (ML) is a subset of artificial intelligence (AI) that enables systems to learn from data and improve their performance over time without being explicitly programmed. In infrastructure management, ML can be used to predict maintenance needs, optimize traffic flow, detect anomalies, and enhance decision-making. ML algorithms analyze historical and real-time data to identify patterns and make data-driven recommendations.