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solutions/security/advanced-entity-analytics/anomaly-detection.md

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# Anomaly detection
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::::{note} [{{ml-cap}}](/explore-analyze/machine-learning/anomaly-detection.md) functionality is available when you have the appropriate role, subscription, are using a [cloud deployment](https://cloud.elastic.co/registration?page=docs&placement=docs-body), or are testing out a **Free Trial**. Refer to [Machine learning job and rule requirements](/solutions/security/advanced-entity-analytics/machine-learning-job-rule-requirements.md) for more information.
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[{{ml-cap}}](/explore-analyze/machine-learning/anomaly-detection.md) functionality is available when you have the appropriate role, subscription, are using a [cloud deployment](https://cloud.elastic.co/registration?page=docs&placement=docs-body), or are testing out a **Free Trial**. Refer to [Machine learning job and rule requirements](/solutions/security/advanced-entity-analytics/machine-learning-job-rule-requirements.md) for more information.
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Anomaly detection jobs allow you to to identify anomalous events or patterns in your data. In a security context, they are typically used with detection rules to create alerts when there is divergence from baseline data.
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::::{tip}
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More details on the creation of anomaly detection jobs can be found in [{{ml-cap}}](/explore-analyze/machine-learning/anomaly-detection.md) and background on detection rules in [solutions/security/detect-and-alert/about-detection-rules](About detection rules)
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More details on the creation of anomaly detection jobs can be found in [{{ml-cap}}](/explore-analyze/machine-learning/anomaly-detection.md) and background on detection rules in [About detection rules](solutions/security/detect-and-alert/about-detection-rules))
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## Manage {{ml}} jobs [manage-jobs]
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If you have the appropriate role, you can use the **ML job settings** interface on the **Alerts**, **Rules**, and **Rule Exceptions** pages to view, start, and stop {{elastic-sec}} {{ml}} jobs.
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::::{tip}
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For an overview of creating machine learning rules, see [Create a detection rule](/solutions/security/detect-and-alert/create-detection-rule.md#create-ml-rule).
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For an overview of creating machine learning rules, see [Create a machine learning rule](/solutions/security/detect-and-alert/create-detection-rule.md#create-ml-rule).
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