data-science
================

Description
-----------
Use the Data Science CLI to organize your data science work, access data and computing resources, and build, train, deploy and manage models and model deployments. For more information, see `Data Science <https://docs.oracle.com/iaas/data-science/using/data-science.htm>`__.

Available Commands
------------------
* :doc:`ds-private-endpoint </cmdref/data-science/ds-private-endpoint>`

  * :doc:`change-compartment </cmdref/data-science/ds-private-endpoint/change-compartment>`
  * :doc:`create </cmdref/data-science/ds-private-endpoint/create>`
  * :doc:`delete </cmdref/data-science/ds-private-endpoint/delete>`
  * :doc:`get </cmdref/data-science/ds-private-endpoint/get>`
  * :doc:`list </cmdref/data-science/ds-private-endpoint/list>`
  * :doc:`update </cmdref/data-science/ds-private-endpoint/update>`

* :doc:`fast-launch-job-config </cmdref/data-science/fast-launch-job-config>`

  * :doc:`list </cmdref/data-science/fast-launch-job-config/list>`

* :doc:`job </cmdref/data-science/job>`

  * :doc:`change-compartment </cmdref/data-science/job/change-compartment>`
  * :doc:`create </cmdref/data-science/job/create>`
  * :doc:`create-job-artifact </cmdref/data-science/job/create-job-artifact>`
  * :doc:`delete </cmdref/data-science/job/delete>`
  * :doc:`get </cmdref/data-science/job/get>`
  * :doc:`get-artifact-content </cmdref/data-science/job/get-artifact-content>`
  * :doc:`head-job-artifact </cmdref/data-science/job/head-job-artifact>`
  * :doc:`list </cmdref/data-science/job/list>`
  * :doc:`update </cmdref/data-science/job/update>`

* :doc:`job-run </cmdref/data-science/job-run>`

  * :doc:`cancel </cmdref/data-science/job-run/cancel>`
  * :doc:`change-compartment </cmdref/data-science/job-run/change-compartment>`
  * :doc:`create </cmdref/data-science/job-run/create>`
  * :doc:`delete </cmdref/data-science/job-run/delete>`
  * :doc:`get </cmdref/data-science/job-run/get>`
  * :doc:`list </cmdref/data-science/job-run/list>`
  * :doc:`update </cmdref/data-science/job-run/update>`

* :doc:`job-shape </cmdref/data-science/job-shape>`

  * :doc:`list </cmdref/data-science/job-shape/list>`

* :doc:`model </cmdref/data-science/model>`

  * :doc:`activate </cmdref/data-science/model/activate>`
  * :doc:`change-compartment </cmdref/data-science/model/change-compartment>`
  * :doc:`create </cmdref/data-science/model/create>`
  * :doc:`create-model-artifact </cmdref/data-science/model/create-model-artifact>`
  * :doc:`create-model-provenance </cmdref/data-science/model/create-model-provenance>`
  * :doc:`deactivate </cmdref/data-science/model/deactivate>`
  * :doc:`delete </cmdref/data-science/model/delete>`
  * :doc:`export-model-artifact </cmdref/data-science/model/export-model-artifact>`
  * :doc:`export-model-artifact-artifact-export-details-object-storage </cmdref/data-science/model/export-model-artifact-artifact-export-details-object-storage>`
  * :doc:`get </cmdref/data-science/model/get>`
  * :doc:`get-artifact-content </cmdref/data-science/model/get-artifact-content>`
  * :doc:`get-model-provenance </cmdref/data-science/model/get-model-provenance>`
  * :doc:`head-model-artifact </cmdref/data-science/model/head-model-artifact>`
  * :doc:`import-model-artifact </cmdref/data-science/model/import-model-artifact>`
  * :doc:`import-model-artifact-artifact-import-details-object-storage </cmdref/data-science/model/import-model-artifact-artifact-import-details-object-storage>`
  * :doc:`list </cmdref/data-science/model/list>`
  * :doc:`restore-archived-model-artifact </cmdref/data-science/model/restore-archived-model-artifact>`
  * :doc:`update </cmdref/data-science/model/update>`
  * :doc:`update-model-provenance </cmdref/data-science/model/update-model-provenance>`

* :doc:`model-deployment </cmdref/data-science/model-deployment>`

  * :doc:`activate </cmdref/data-science/model-deployment/activate>`
  * :doc:`change-compartment </cmdref/data-science/model-deployment/change-compartment>`
  * :doc:`create </cmdref/data-science/model-deployment/create>`
  * :doc:`deactivate </cmdref/data-science/model-deployment/deactivate>`
  * :doc:`delete </cmdref/data-science/model-deployment/delete>`
  * :doc:`get </cmdref/data-science/model-deployment/get>`
  * :doc:`list </cmdref/data-science/model-deployment/list>`
  * :doc:`update </cmdref/data-science/model-deployment/update>`

* :doc:`model-deployment-shape </cmdref/data-science/model-deployment-shape>`

  * :doc:`list </cmdref/data-science/model-deployment-shape/list>`

* :doc:`model-version-set </cmdref/data-science/model-version-set>`

  * :doc:`change-compartment </cmdref/data-science/model-version-set/change-compartment>`
  * :doc:`create </cmdref/data-science/model-version-set/create>`
  * :doc:`delete </cmdref/data-science/model-version-set/delete>`
  * :doc:`get </cmdref/data-science/model-version-set/get>`
  * :doc:`list </cmdref/data-science/model-version-set/list>`
  * :doc:`update </cmdref/data-science/model-version-set/update>`

* :doc:`notebook-session </cmdref/data-science/notebook-session>`

  * :doc:`activate </cmdref/data-science/notebook-session/activate>`
  * :doc:`change-compartment </cmdref/data-science/notebook-session/change-compartment>`
  * :doc:`create </cmdref/data-science/notebook-session/create>`
  * :doc:`deactivate </cmdref/data-science/notebook-session/deactivate>`
  * :doc:`delete </cmdref/data-science/notebook-session/delete>`
  * :doc:`get </cmdref/data-science/notebook-session/get>`
  * :doc:`list </cmdref/data-science/notebook-session/list>`
  * :doc:`update </cmdref/data-science/notebook-session/update>`

* :doc:`notebook-session-shape </cmdref/data-science/notebook-session-shape>`

  * :doc:`list </cmdref/data-science/notebook-session-shape/list>`

* :doc:`pipeline </cmdref/data-science/pipeline>`

  * :doc:`change-compartment </cmdref/data-science/pipeline/change-compartment>`
  * :doc:`create </cmdref/data-science/pipeline/create>`
  * :doc:`create-step-artifact </cmdref/data-science/pipeline/create-step-artifact>`
  * :doc:`delete </cmdref/data-science/pipeline/delete>`
  * :doc:`get </cmdref/data-science/pipeline/get>`
  * :doc:`get-step-artifact-content </cmdref/data-science/pipeline/get-step-artifact-content>`
  * :doc:`head-step-artifact </cmdref/data-science/pipeline/head-step-artifact>`
  * :doc:`list </cmdref/data-science/pipeline/list>`
  * :doc:`update </cmdref/data-science/pipeline/update>`

* :doc:`pipeline-run </cmdref/data-science/pipeline-run>`

  * :doc:`cancel </cmdref/data-science/pipeline-run/cancel>`
  * :doc:`change-compartment </cmdref/data-science/pipeline-run/change-compartment>`
  * :doc:`create </cmdref/data-science/pipeline-run/create>`
  * :doc:`delete </cmdref/data-science/pipeline-run/delete>`
  * :doc:`get </cmdref/data-science/pipeline-run/get>`
  * :doc:`list </cmdref/data-science/pipeline-run/list>`
  * :doc:`update </cmdref/data-science/pipeline-run/update>`

* :doc:`project </cmdref/data-science/project>`

  * :doc:`change-compartment </cmdref/data-science/project/change-compartment>`
  * :doc:`create </cmdref/data-science/project/create>`
  * :doc:`delete </cmdref/data-science/project/delete>`
  * :doc:`get </cmdref/data-science/project/get>`
  * :doc:`list </cmdref/data-science/project/list>`
  * :doc:`update </cmdref/data-science/project/update>`

* :doc:`work-request </cmdref/data-science/work-request>`

  * :doc:`cancel </cmdref/data-science/work-request/cancel>`
  * :doc:`get </cmdref/data-science/work-request/get>`
  * :doc:`list </cmdref/data-science/work-request/list>`
  * :doc:`list-work-request-errors </cmdref/data-science/work-request/list-work-request-errors>`
  * :doc:`list-work-request-logs </cmdref/data-science/work-request/list-work-request-logs>`


.. toctree::
    :hidden:

    /cmdref/data-science/ds-private-endpoint
    /cmdref/data-science/fast-launch-job-config
    /cmdref/data-science/job
    /cmdref/data-science/job-run
    /cmdref/data-science/job-shape
    /cmdref/data-science/model
    /cmdref/data-science/model-deployment
    /cmdref/data-science/model-deployment-shape
    /cmdref/data-science/model-version-set
    /cmdref/data-science/notebook-session
    /cmdref/data-science/notebook-session-shape
    /cmdref/data-science/pipeline
    /cmdref/data-science/pipeline-run
    /cmdref/data-science/project
    /cmdref/data-science/work-request