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fix intro
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mdbirnstiehl committed May 10, 2024
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[[monitor-nginx-ml]]
== Part 5: Find anomalies in your nginx access logs

Use the nginx machine learning (ML) module from the {integrations-docs}/nginx[Nginx Elastic integration] provides built in ML jobs to help find unusual activity in your nginx access logs.
The {integrations-docs}/nginx[Nginx Elastic integration] provides built in machine learning (ML) jobs to help find unusual activity in your nginx access logs.
Monitoring anomalies in your access logs helps you detect:

* security threats
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[[monitor-nginx-ml-jobs]]
=== nginx anomaly detection jobs

The nginx ML module provides the following jobs for detecting anomalies in your access logs:
The nginx ML module provides the following anomaly detection jobs:

[[horizontal]]
Low request rates (low_request_rate_nginx):: Uses the {ml-docs}/ml-count-functions.html#ml-count[`low_count`] function to detect abnormally low request rates. Abnormally low request rates might indicate network issues or other issues are preventing requests from reaching the server.
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