Anomaly detection in Amazon Cloudwatch helps find unusual changes in application performance. It uses machine learning to learn normal patterns in metrics like cpu or memory usage. If something goes outside the normal range, it alerts you. This helps catch problems early, reduce false alarms & keep the application running smoothly.