[role="xpack"]
[[ml-apis]]
== Machine Learning APIs

You can use the following APIs to perform {ml} activities.
See <<ml-api-definitions, Definitions>> for the resource definitions used by the
machine learning APIs and in advanced job configuration options in Kibana.

[float]
[[ml-api-datafeed-endpoint]]
=== {dfeeds-cap}

* <<ml-put-datafeed,Create {dfeed}>>, <<ml-delete-datafeed,Delete {dfeed}>>
* <<ml-start-datafeed,Start {dfeed}>>, <<ml-stop-datafeed,Stop {dfeed}>>
* <<ml-get-datafeed,Get {dfeed} info>>, <<ml-get-datafeed-stats,Get {dfeed} statistics>>
* <<ml-preview-datafeed,Preview {dfeed}>>
* <<ml-update-datafeed,Update {dfeed}>>



[float]
[[ml-api-job-endpoint]]
=== Jobs

//* <<ml-valid-detector,Validate detectors>>, <<ml-valid-job,Validate job>>
* <<ml-put-job,Create job>>, <<ml-delete-job,Delete job>>
* <<ml-open-job,Open job>>, <<ml-close-job,Close job>>
* <<ml-get-job,Get job info>>, <<ml-get-job-stats,Get job statistics>>
* <<ml-flush-job,Flush job>>
* <<ml-post-data,Post data to job>>
* <<ml-update-job,Update job>>
* <<ml-forecast,Forecast job behavior>>

[float]
[[ml-api-snapshot-endpoint]]
=== Model Snapshots

* <<ml-delete-snapshot,Delete model snapshot>>
* <<ml-get-snapshot,Get model snapshot info>>
* <<ml-revert-snapshot,Revert model snapshot>>
* <<ml-update-snapshot,Update model snapshot>>


[float]
[[ml-api-result-endpoint]]
=== Results

* <<ml-get-bucket,Get buckets>>
* <<ml-get-overall-buckets,Get overall buckets>>
* <<ml-get-category,Get categories>>
* <<ml-get-influencer,Get influencers>>
* <<ml-get-record,Get records>>


//CLOSE
include::ml/close-job.asciidoc[]
//CREATE
include::ml/put-datafeed.asciidoc[]
include::ml/put-job.asciidoc[]
//DELETE
include::ml/delete-datafeed.asciidoc[]
include::ml/delete-job.asciidoc[]
include::ml/delete-snapshot.asciidoc[]
//FLUSH
include::ml/flush-job.asciidoc[]
//FORECAST
include::ml/forecast.asciidoc[]
//GET
include::ml/get-bucket.asciidoc[]
include::ml/get-overall-buckets.asciidoc[]
include::ml/get-category.asciidoc[]
include::ml/get-datafeed.asciidoc[]
include::ml/get-datafeed-stats.asciidoc[]
include::ml/get-influencer.asciidoc[]
include::ml/get-job.asciidoc[]
include::ml/get-job-stats.asciidoc[]
include::ml/get-snapshot.asciidoc[]
include::ml/get-record.asciidoc[]
//OPEN
include::ml/open-job.asciidoc[]
//POST
include::ml/post-data.asciidoc[]
//PREVIEW
include::ml/preview-datafeed.asciidoc[]
//REVERT
include::ml/revert-snapshot.asciidoc[]
//START/STOP
include::ml/start-datafeed.asciidoc[]
include::ml/stop-datafeed.asciidoc[]
//UPDATE
include::ml/update-datafeed.asciidoc[]
include::ml/update-job.asciidoc[]
include::ml/update-snapshot.asciidoc[]
//VALIDATE
//include::ml/validate-detector.asciidoc[]
//include::ml/validate-job.asciidoc[]