[6.8] [DOCS] Fixes ML links (#53713) (#53723)

elastic · Dec 20, 2019 · f850bb8 · f850bb8
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diff --git a/docs/CHANGELOG.asciidoc b/docs/CHANGELOG.asciidoc
@@ -2713,7 +2713,7 @@ Elastic Stack. For more information about the APM functionality in {kib}, see
 
 Machine Learning::
 * Added the ability to create
-{stack-ov}/ml-calendars.html[calendars and scheduled events].
+{ml-docs}/ml-calendars.html[calendars and scheduled events].
 
 Monitoring::
 * Added monitoring information for Beats in {kib}. See <<beats-page>>.
@@ -3044,7 +3044,7 @@ checkbox. The choice is saved in the URL, so it persists if you re-open the
 view from a bookmarked URL.
 * Added a new job creation wizard for population jobs, which detect activity
 that is unusual compared to the behavior of the population. For more information,
-see {stack-ov}/ml-configuring-pop.html[Performing Population Analysis].
+see {ml-docs}/ml-configuring-pop.html[Performing population analysis].
 * Added the ability to control the maximum number of rows in the Anomaly
 Explorer view by swimlane, with options of `5`, `10`, `25`, or `50`. Previously,
 it was fixed to a maximum of 10 rows.

diff --git a/docs/limitations.asciidoc b/docs/limitations.asciidoc
@@ -12,7 +12,7 @@
 These {stack} features also have limitations that affect {kib}:
 
 * {ref}/watcher-limitations.html[Alerting]
-* {stack-ov}/ml-limitations.html[Machine learning]
+* {ml-docs}/ml-limitations.html[Machine learning]
 * {ref}/security-limitations.html[Security]
 
 --

diff --git a/docs/management/managing-remote-clusters.asciidoc b/docs/management/managing-remote-clusters.asciidoc
@@ -10,7 +10,7 @@ Before using these features, you should be familiar with the following concepts:
 
 * {ref}/xpack-ccr.html[{ccr-cap}]
 * {ref}/modules-cross-cluster-search.html[{ccs-cap}]
-* {stack-ov}/cross-cluster-configuring.html[Cross-cluster security requirements]
+* {ref}/cross-cluster-configuring.html[Cross-cluster security requirements]
 
 [float]
 [[managing-remote-clusters]]

diff --git a/docs/redirects.asciidoc b/docs/redirects.asciidoc
@@ -20,12 +20,12 @@ See <<upgrade-assistant>>.
 [role="exclude",id="ml-jobs"]
 == Creating {anomaly-jobs}
 
-This page has moved. Please see {stack-ov}/create-jobs.html[Creating {anomaly-jobs}].
+This page has moved. Please see {ml-docs}/create-jobs.html[Creating {anomaly-jobs}].
 
 [role="exclude",id="job-tips"]
 == Machine learning job tips
 
-This page has moved. Please see {stack-ov}/job-tips.html[Machine learning job tips].
+This page has moved. Please see {ml-docs}/job-tips.html[Machine learning job tips].
 
 [role="exclude",id="extend"]
 == Extend your use case

diff --git a/docs/release-notes/highlights-6.4.0.asciidoc b/docs/release-notes/highlights-6.4.0.asciidoc
@@ -95,7 +95,7 @@ If you want to fine tune your machine learning results
 you can now create custom rules in {kib}. Custom rules instruct 
 anomaly detectors to change their behavior based on domain-specific 
 knowledge that you provide. See 
-https://www.elastic.co/guide/en/elastic-stack-overview/6.4/ml-rules.html[machine learning custom rules].
+https://www.elastic.co/guide/en/machine-learning/6.4/ml-rules.html[machine learning custom rules].
 
 [role="screenshot"]
 image::images/highlights_6_4_ml_create_rule.jpg[Machine learning create rule]

diff --git a/docs/user/ml/index.asciidoc b/docs/user/ml/index.asciidoc
@@ -44,8 +44,8 @@ If you have a license that includes the {ml} features, you can create
 image::user/ml/images/ml-job-management.jpg[Job Management]
 
 You can use the *Settings* pane to create and edit 
-{stack-ov}/ml-calendars.html[calendars] and the filters that are used in 
-{stack-ov}/ml-rules.html[custom rules]:
+{ml-docs}/ml-calendars.html[calendars] and the filters that are used in 
+{ml-docs}/ml-rules.html[custom rules]:
 
 [role="screenshot"]
 image::user/ml/images/ml-settings.jpg[Calendar Management]
@@ -66,8 +66,8 @@ image::user/ml/images/ml-annotations-list.jpg[Single Metric Viewer with annotati
 
 In some circumstances, annotations are also added automatically. For example, if
 the {anomaly-job} detects that there is missing data, it annotates the affected
-time period. For more information, see 
-{stack-ov}/ml-delayed-data-detection.html[Handling delayed data].
+time period. For more information, see
+{ml-docs}/ml-delayed-data-detection.html[Handling delayed data].
 The *Job Management* pane shows the full list of annotations for each job.
 
 NOTE: The {kib} {ml-features} use pop-ups. You must configure your
@@ -76,5 +76,5 @@ your {kib} URL.
 
 For more information about the {anomaly-detect} feature, see
 https://www.elastic.co/what-is/elastic-stack-machine-learning and
-{stack-ov}/xpack-ml.html[{ml-cap} {anomaly-detect}].
+{ml-docs}/xpack-ml.html[Machine learning in the {stack}].
 
diff --git a/docs/user/monitoring/elasticsearch-details.asciidoc b/docs/user/monitoring/elasticsearch-details.asciidoc
@@ -128,4 +128,4 @@ You can also see advanced information, which contains the results from the
 
 image::user/monitoring/images/monitoring-ccr-shard.png["Cross-cluster replication shard details",link="images/monitoring-ccr-shard.png"]
 
-For more information, see {stack-ov}/xpack-ccr.html[Cross-cluster replication].
+For more information, see {ref}/xpack-ccr.html[Cross-cluster replication].