netdata_netdata/docs/category-overview-pages/machine-learning-and-assisted-troubleshooting.md

Machine Learning and Anomaly Detection

Netdata provides a variety of Machine Learning features to help you troubleshoot certain scenarios that might come up.

• 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.