[[xpack-ml]]
= Machine Learning in the Elastic Stack

[partintro]
--
Data stored in {es} contains valuable insights into the behavior and
performance of your business and systems. However, the following questions can
be difficult to answer:

* Is the response time of my website unusual?
* Are users exfiltrating data unusually?

The good news is that the {xpack} machine learning capabilities enable you to
easily answer these types of questions.
--

include::introduction.asciidoc[]
include::getting-started.asciidoc[]
include::ml-scenarios.asciidoc[]
include::api-quickref.asciidoc[]

//include::troubleshooting.asciidoc[]  Referenced from x-pack/docs/public/xpack-troubleshooting.asciidoc
//include::release-notes.asciidoc[] Referenced from x-pack/docs/public/xpack-release-notes.asciidoc