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Machine Learning and Anomaly Detection
Netdata provides advanced Machine Learning features to help you identify and troubleshoot anomalies and unexpected behavior in your infrastructure before they become critical issues:
- K-means clustering Machine Learning models are trained to power the Anomaly Advisor on the dashboard, which allows you to identify Anomalies in your infrastructure.
- Metric Correlations are possible through the dashboard using the Two-sample Kolmogorov Smirnov statistical test and Volume heuristic measures.
- The Netdata Assistant is able to answer your prompts when it comes to troubleshooting Alerts and Anomalies.