diff --git a/docs/en/stack/index.asciidoc b/docs/en/stack/index.asciidoc
index eebeeca78..50086b21b 100644
--- a/docs/en/stack/index.asciidoc
+++ b/docs/en/stack/index.asciidoc
@@ -16,10 +16,6 @@ include::{asciidoc-dir}/../../shared/attributes.asciidoc[]
 
 include::introduction.asciidoc[]
 
-include::ml/anomaly-detection/index.asciidoc[]
-
-include::ml/df-analytics/index.asciidoc[]
-
 include::license.asciidoc[]
 
 include::redirects.asciidoc[]
diff --git a/docs/en/stack/redirects.asciidoc b/docs/en/stack/redirects.asciidoc
index 3bd547f39..00c8f3047 100644
--- a/docs/en/stack/redirects.asciidoc
+++ b/docs/en/stack/redirects.asciidoc
@@ -15,3 +15,268 @@ This page has moved.
 [[oidc-claims-mapping]]
 See {ref}/oidc-guide-authentication.html[Configure {es} for OpenID Connect authentication].
 
+[role="exclude",id="xpack-ml"]
+=== Machine learning anomaly detection
+
+This page has moved.
+See {ml-docs}/xpack-ml.html[Machine learning {anomaly-detect}].
+
+[role="exclude",id="ml-overview"]
+=== Overview
+
+This page has moved.
+[[ml-forecasting]]
+See {ml-docs}/ml-overview.html[Overview]. 
+
+[role="exclude",id="ml-concepts"]
+=== Concepts
+
+This page has moved.
+See {ml-docs}/ml-concepts.html[Concepts].
+
+[role="exclude",id="ml-jobs"]
+=== Anomaly detection jobs
+
+This page has moved.
+See {ml-docs}/ml-jobs.html[{anomaly-jobs-cap}].
+
+[role="exclude",id="ml-dfeeds"]
+=== Datafeeds
+
+This page has moved.
+See {ml-docs}/ml-dfeeds.html[Datafeeds].
+
+[role="exclude",id="ml-buckets"]
+=== Buckets
+
+This page has moved.
+See {ml-docs}/ml-buckets.html[Buckets].
+
+[role="exclude",id="ml-calendars"]
+=== Calendars and scheduled events
+
+This page has moved.
+See {ml-docs}/ml-calendars.html[Calendars and scheduled events].
+
+[role="exclude",id="ml-rules"]
+=== Custom rules
+
+This page has moved.
+See {ml-docs}/ml-rules.html[Custom rules].
+
+[role="exclude",id="ml-nodes"]
+=== Machine learning nodes
+
+This page has moved.
+See {ml-docs}/ml-nodes.html[{ml-cap} nodes].
+
+[role="exclude",id="ml-model-snapshots"]
+=== Model snapshots
+
+This page has moved.
+See {ml-docs}/ml-model-snapshots.html[Model snapshots].
+
+[role="exclude",id="ml-configuration"]
+=== Configure anomaly detection
+
+This page has moved.
+See {ml-docs}/ml-configuration.html[Configure {anomaly-detect}].
+
+[role="exclude",id="create-jobs"]
+=== Create anomaly detection jobs
+
+This page has moved.
+See {ml-docs}/create-jobs.html[Create {anomaly-jobs}].
+
+[role="exclude",id="stopping-ml"]
+=== Stop machine learning anomaly detection
+
+This page has moved.
+See {ml-docs}/stopping-ml.html[Stop {ml} {anomaly-detect}].
+
+[role="exclude",id="ml-api-quickref"]
+=== API quick reference
+
+This page has moved.
+See {ml-docs}/ml-api-quickref.html[API quick reference].
+
+[role="exclude",id="ml-functions"]
+=== Function reference
+
+This page has moved.
+See {ml-docs}/ml-functions.html[Function reference].
+
+[role="exclude",id="ml-count-functions"]
+=== Count functions
+
+This page has moved.
+See {ml-docs}/ml-count-functions.html[Count functions].
+
+[role="exclude",id="ml-geo-functions"]
+=== Geographic functions
+
+This page has moved.
+See {ml-docs}/ml-geo-functions.html[Geographic functions].
+
+[role="exclude",id="ml-info-functions"]
+=== Information content functions
+
+This page has moved.
+See {ml-docs}/ml-info-functions.html[Information content functions].
+
+[role="exclude",id="ml-metric-functions"]
+=== Metric functions
+
+This page has moved.
+See {ml-docs}/ml-metric-functions.html[Metric functions].
+
+[role="exclude",id="ml-rare-functions"]
+=== Rare functions
+
+This page has moved.
+See {ml-docs}/ml-rare-functions.html[Rare functions].
+
+[role="exclude",id="ml-sum-functions"]
+=== Sum functions
+
+This page has moved.
+See {ml-docs}/ml-sum-functions.html[Sum functions].
+
+[role="exclude",id="ml-time-functions"]
+=== Time functions
+
+This page has moved.
+See {ml-docs}/ml-time-functions.html[Time functions].
+
+[role="exclude",id="anomaly-examples"]
+=== Anomaly detection examples
+
+This page has moved.
+See {ml-docs}/anomaly-examples.html[{anomaly-detect-cap} examples].
+
+[role="exclude",id="ml-configuring-url"]
+=== Adding custom URLs to machine learning results
+
+This page has moved.
+See {ml-docs}/ml-configuring-url.html[Adding custom URLs to {ml} results].
+
+[role="exclude",id="ml-configuring-aggregation"]
+=== Aggregating data for faster performance
+
+This page has moved.
+See {ml-docs}/ml-configuring-aggregation.html[Aggregating data for faster performance].
+
+[role="exclude",id="ml-configuring-detector-custom-rules"]
+=== Customizing detectors with custom rules
+
+This page has moved.
+See {ml-docs}/ml-configuring-detector-custom-rules.html[Customizing detectors with custom rules].
+
+[role="exclude",id="ml-configuring-categories"]
+=== Categorizing log messages
+
+This page has moved.
+See {ml-docs}/ml-configuring-categories.html[Categorizing log messages].
+
+[role="exclude",id="ml-configuring-pop"]
+=== Performing population analysis
+
+This page has moved.
+See {ml-docs}/ml-configuring-pop.html[Performing population analysis].
+
+[role="exclude",id="ml-configuring-transform"]
+=== Transforming data with script fields
+
+This page has moved.
+/See {ml-docs}/ml-configuring-transform.html[Transforming data with script fields].
+
+[role="exclude",id="ml-delayed-data-detection"]
+=== Handling delayed data
+
+This page has moved.
+See {ml-docs}/ml-delayed-data-detection.html[Handling delayed data].
+
+[role="exclude",id="ml-limitations"]
+=== Machine learning anomaly detection limitations
+
+This page has moved.
+See {ml-docs}/ml-limitations.html[{ml-cap} {anomaly-detect} limitations].
+
+[role="exclude",id="ml-dfanalytics"]
+=== Machine learning data frame analytics
+
+This page has moved.
+See {ml-docs}/ml-dfanalytics.html[{ml-cap} {dfanalytics}].
+
+[role="exclude",id="ml-dfa-overview"]
+=== Overview
+
+This page has moved.
+See {ml-docs}/ml-dfa-overview.html[Overview].
+
+[role="exclude",id="ml-dfa-concepts"]
+=== Concepts
+
+This page has moved.
+See {ml-docs}/ml-dfa-concepts.html[Concepts].
+
+[role="exclude",id="dfa-outlier-detection"]
+=== Outlier detection
+
+This page has moved.
+See {ml-docs}/dfa-outlier-detection.html[{oldetection-cap}].
+
+[role="exclude",id="dfa-regression"]
+=== Regression
+
+This page has moved.
+See {ml-docs}/dfa-regression.html[Regression].
+
+[role="exclude",id="dfa-classification"]
+=== Classification
+
+This page has moved.
+See {ml-docs}/dfa-classification.html[Classification].
+
+[role="exclude",id="ml-dfanalytics-evaluate"]
+=== Evaluating data frame analytics
+
+This page has moved.
+See {ml-docs}/ml-dfanalytics-evaluate.html[Evaluating {dfanalytics}].
+
+[role="exclude",id="ml-dfanalytics-apis"]
+=== API quick reference
+
+This page has moved.
+See {ml-docs}/ml-dfanalytics-apis.html[API quick reference].
+
+[role="exclude",id="dfanalytics-examples"]
+=== Data frame analytics examples
+
+This page has moved.
+See {ml-docs}/dfanalytics-examples.html[{dfanalytics-cap} examples].
+
+[role="exclude",id="ecommerce-outliers"]
+=== Finding outliers in the eCommerce sample data
+
+This page has moved.
+See {ml-docs}/ecommerce-outliers.html[Finding outliers in the eCommerce sample data].
+
+[role="exclude",id="flightdata-regression"]
+=== Predicting flight delays with regression analysis
+
+This page has moved.
+See {ml-docs}/flightdata-regression.html[Predicting flight delays with regression analysis].
+
+[role="exclude",id="flightdata-classification"]
+=== Predicting delayed flights with classification analysis
+
+This page has moved.
+See {ml-docs}/flightdata-classification.html[Predicting delayed flights with classification analysis].
+
+[role="exclude",id="ml-dfa-limitations"]
+=== Data frame analytics limitations
+
+This page has moved.
+See {ml-docs}/ml-dfa-limitations.html[{dfanalytics-cap} limitations].
+