Back to Glossary Machine Learning (ML) A subfield of artificial intelligence in which algorithms learn from labeled or unlabeled data to identify patterns, make predictions, and improve their accuracy over time, without being explicitly programmed for each task. Enterprise ML applications span demand forecasting, anomaly detection, customer churn prediction, quality control, and natural language understanding, and are increasingly deployed at scale… A subfield of artificial intelligence in which algorithms learn from labeled or unlabeled data to identify patterns, make predictions, and improve their accuracy over time, without being explicitly programmed for each task. Enterprise ML applications span demand forecasting, anomaly detection, customer churn prediction, quality control, and natural language understanding, and are increasingly deployed at scale through MLOps platforms that automate model training, validation, and monitoring.
