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ml reqs
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raw-migrated-files/docs-content/serverless/security-ml-requirements.md

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raw-migrated-files/toc.yml

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- file: docs-content/serverless/security-llm-connector-guides.md
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- file: docs-content/serverless/security-llm-performance-matrix.md
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- file: docs-content/serverless/security-machine-learning.md
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- file: docs-content/serverless/security-ml-requirements.md
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- file: docs-content/serverless/security-osquery-placeholder-fields.md
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- file: docs-content/serverless/security-osquery-response-action.md
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- file: docs-content/serverless/security-overview-dashboard.md

solutions/security/advanced-entity-analytics/machine-learning-job-rule-requirements.md

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# Machine learning job and rule requirements
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% What needs to be done: Align serverless/stateful
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To run and create {{ml}} jobs and rules, you need all of these:
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To run and create {{ml}} jobs and rules in serverless, you need the appropriate [user role](/deploy-manage/users-roles/cloud-organization/user-roles.md#general-assign-user-roles). In {{stack}}, you need all of these:
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* The [appropriate license](https://www.elastic.co/subscriptions)
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* There must be at least one {{ml}} node in your cluster
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For more information, go to [Set up {{ml-features}}](/explore-analyze/machine-learning/setting-up-machine-learning.md).
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The `machine_learning_admin` and `machine_learning_user` built-in roles give access to the results of *all* {{anomaly-jobs}}, irrespective of whether the user has access to the source indices. Likewise, a user who has full or read-only access to {{ml-features}} within a given {{kib}} space can view the results of *all* {{anomaly-jobs}} that are visible in that space. You must carefully consider who is given these roles and feature privileges; {{anomaly-job}} results may propagate field values that contain sensitive information from the source indices to the results.
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Some roles (for example, in {{stack}}, the `machine_learning_admin` and `machine_learning_user` built-in roles) give access to the results of *all* {{anomaly-jobs}}, irrespective of whether the user has access to the source indices. Likewise, a user who has full or read-only access to {{ml-features}} within a given {{kib}} space can view the results of *all* {{anomaly-jobs}} that are visible in that space. You must carefully consider who is given these roles and feature privileges; {{anomaly-job}} results may propagate field values that contain sensitive information from the source indices to the results.
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