diff --git a/docs/backend/upgrading/version-specific-migration/p4x-to-p5x-upgrade.md b/docs/backend/upgrading/version-specific-migration/p4x-to-p5x-upgrade.md
index 09055547f..31ae71cc8 100644
--- a/docs/backend/upgrading/version-specific-migration/p4x-to-p5x-upgrade.md
+++ b/docs/backend/upgrading/version-specific-migration/p4x-to-p5x-upgrade.md
@@ -448,7 +448,7 @@ The value you use for this CSS rule should identify one of the fontello icons in
 
 It is not possible at this time to set an icon for your add-on package control panels without including CSS in your package.
 
-For documentation on how to use it in your own add-ons see {doc}`training:mastering-plone-5/registry`.
+For documentation on how to use it in your own add-ons see {doc}`training-2023:mastering-plone-5/registry`.
 
 
 ### Properties
diff --git a/docs/classic-ui/viewlets.md b/docs/classic-ui/viewlets.md
index 8b9904aca..302247e0a 100644
--- a/docs/classic-ui/viewlets.md
+++ b/docs/classic-ui/viewlets.md
@@ -209,7 +209,7 @@ The following Python code example, such as in a file {file}`viewlets.py`, extend
 ```{todo}
 The following Facebook like viewlet example is obsolete (note that links use `http`) and needs to be replaced with a modern one.
 The concept is valid, but the code will not actually work with Facebook.
-For a somewhat more recent example, see {doc}`training:mastering-plone-5/viewlets_1` in the Master Plone 5 training.
+For a somewhat more recent example, see {doc}`training-2023:mastering-plone-5/viewlets_1` in the Master Plone 5 training.
 ```
 
 ```python
diff --git a/docs/classic-ui/views.md b/docs/classic-ui/views.md
index 2f277b4c1..6edf75dc4 100644
--- a/docs/classic-ui/views.md
+++ b/docs/classic-ui/views.md
@@ -663,9 +663,9 @@ This way you will also have a test for the generated view.
 
 The Mastering Plone 5 Training has several chapters on views.
 
--   {doc}`training:mastering-plone-5/views_1`
--   {doc}`training:mastering-plone-5/views_2`
--   {doc}`training:mastering-plone-5/views_3`
+-   {doc}`training-2023:mastering-plone-5/views_1`
+-   {doc}`training-2023:mastering-plone-5/views_2`
+-   {doc}`training-2023:mastering-plone-5/views_3`
 
 
 (classic-ui-anatomy-of-a-view-label)=
diff --git a/docs/conf.py b/docs/conf.py
index 5c135ba78..72bfda33f 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -343,6 +343,7 @@
     "python": ("https://docs.python.org/3/", None),
     "training": ("https://training.plone.org/", None),
     "training-2022": ("https://2022.training.plone.org/", None),
+    "training-2023": ("https://2023.training.plone.org/", None),
 }