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[DOCS] Fixes links in Stack Overview pages #31011

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3 changes: 2 additions & 1 deletion x-pack/docs/en/ml/architecture.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -6,4 +6,5 @@ A {ml} node is a node that has `xpack.ml.enabled` and `node.ml` set to `true`,
which is the default behavior. If you set `node.ml` to `false`, the node can
service API requests but it cannot run jobs. If you want to use {xpackml}
features, there must be at least one {ml} node in your cluster. For more
information about this setting, see <<xpack-settings>>.
information about this setting, see
{ref}/ml-settings.html[{ml} settings in {es}].
4 changes: 2 additions & 2 deletions x-pack/docs/en/ml/configuring.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@

If you want to use {xpackml} features, there must be at least one {ml} node in
your cluster and all master-eligible nodes must have {ml} enabled. By default,
all nodes are {ml} nodes. For more information about these settings, see
<<xpack-settings>>.
all nodes are {ml} nodes. For more information about these settings, see
{ref}/modules-node.html#modules-node-xpack[{ml} nodes].

To use the {xpackml} features to analyze your data, you must create a job and
send your data to that job.
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2 changes: 1 addition & 1 deletion x-pack/docs/en/ml/getting-started-next.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -51,5 +51,5 @@ multi-metric jobs and split the data or create more complex analysis functions
as necessary. For examples of more complicated configuration options, see
<<ml-configuring>>.

If you encounter problems, we're here to help. See <<xpack-help>> and
If you encounter problems, we're here to help. See <<help>> and
<<ml-troubleshooting>>.
7 changes: 4 additions & 3 deletions x-pack/docs/en/ml/getting-started.asciidoc
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
[[ml-getting-started]]
== Getting Started with Machine Learning
== Getting started with machine learning
++++
<titleabbrev>Getting Started</titleabbrev>
<titleabbrev>Getting started</titleabbrev>
++++

Ready to get some hands-on experience with the {xpackml} features? This
Expand Down Expand Up @@ -50,7 +50,8 @@ you can try all of the {xpack} features with a <<license-management,trial licens
If you have multiple nodes in your cluster, you can optionally dedicate nodes to
specific purposes. If you want to control which nodes are
_machine learning nodes_ or limit which nodes run resource-intensive
activity related to jobs, see <<xpack-settings>>.
activity related to jobs, see
{ref}/modules-node.html#modules-node-xpack[{ml} node settings].

[float]
[[ml-gs-users]]
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2 changes: 1 addition & 1 deletion x-pack/docs/en/ml/troubleshooting.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@ answers for frequently asked questions.
* <<ml-rollingupgrade>>
* <<ml-mappingclash>>

To get help, see <<xpack-help>>.
To get help, see <<help>>.

[[ml-rollingupgrade]]
=== Machine learning features unavailable after rolling upgrade
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2 changes: 1 addition & 1 deletion x-pack/docs/en/security/troubleshooting.asciidoc
Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@ answers for frequently asked questions.
* <<trb-security-setup>>


To get help, see <<xpack-help>>.
To get help, see <<help>>.

[[security-trb-settings]]
=== Some settings are not returned via the nodes settings API
Expand Down