datadog Jun 3, 2025 Detecting faulty deployments: Our journey from unlabeled data to supervised learning (opens in new tab) database-designincident-managementunsupervised-learningapplication-performance-monitoringstatistical-analysisfaulty-deployment-detectionsupervised-learningdata-imbalance