Machine Learning (ML) is a subset of artificial intelligence that uses statistical models and algorithms to identify patterns and make predictions from operational data without explicit programming. In industrial engineering, ML is leveraged for predictive maintenance, anomaly detection, and automated optimization of thermal processes.