# Observability machine learning use cases

**URL:** <https://discuss.elastic.co/t/observability-machine-learning-use-cases/334417>\
**Category:** User Experience\
**Created:** [May 26, 2023, 10:13am UTC](https://discuss.elastic.co/t/observability-machine-learning-use-cases/334417 "2023-05-26T10:13:29Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![abu7midandev](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/abu7midandev/32/121425_2.png) [@abu7midandev](https://discuss.elastic.co/u/abu7midandev)\
**Post date:** [May 26, 2023, 10:13am UTC](https://discuss.elastic.co/t/observability-machine-learning-use-cases/334417/1 "2023-05-26T10:13:29Z")

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dears  
i hope all of you doing well  
i am new with elastic and i need support in some points  
i have built APM dashboard with elastic agent and monitor our services  
i didn't find any topics about how to use elastic ml in observability and anomaly and root cause analysis

i need real-life use cases and wich type of ml can i apply and the tools

also i did'nt find any course related to same topic  
thanks

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**Author:** ![valeriy42](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/valeriy42/32/82758_2.png) [@valeriy42](https://discuss.elastic.co/u/valeriy42)\
**Post date:** [May 27, 2023, 7:16pm UTC](https://discuss.elastic.co/t/observability-machine-learning-use-cases/334417/2 "2023-05-27T19:16:10Z")

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Hi Mohammad,

Observability comes with a number of ML anomaly detection jobs that you can [activate] ([Machine learning integration | Kibana Guide [8.8] | Elastic](https://www.elastic.co/guide/en/kibana/current/machine-learning-integration.html)). Also, here are some links that go further:

- [Inspect log anomalies](https://www.elastic.co/guide/en/observability/current/inspect-log-anomalies.html)
- [Finding Suspicious Transactions Using Correlations](https://www.elastic.co/guide/en/kibana/current/correlations.html)

I hope this helps you get started.

Regards,  
Valeriy

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**Author:** ![system](https://us1.discourse-cdn.com/elastic/original/3X/1/a/1ac57faf039f6b580b3f104ef42a2a89e41014de.png) [@system](https://discuss.elastic.co/u/system)\
**Post date:** [June 24, 2023, 7:16pm UTC](https://discuss.elastic.co/t/observability-machine-learning-use-cases/334417/3 "2023-06-24T19:16:22Z")

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