diff --git a/_topic_maps/_topic_map.yml b/_topic_maps/_topic_map.yml
index fbd146741e..6889340111 100644
--- a/_topic_maps/_topic_map.yml
+++ b/_topic_maps/_topic_map.yml
@@ -2459,16 +2459,16 @@ Topics:
   File: understanding-windows-container-workloads
 - Name: Enabling Windows container workloads
   File: enabling-windows-container-workloads
-- Name: Creating Windows MachineSet objects
+- Name: Creating Windows machine sets
   Dir: creating_windows_machinesets
   Topics:
-  - Name: Creating a Windows MachineSet object on AWS
+  - Name: Creating a Windows machine set on AWS
     File: creating-windows-machineset-aws
-  - Name: Creating a Windows MachineSet object on Azure
+  - Name: Creating a Windows machine set on Azure
     File: creating-windows-machineset-azure
-  - Name: Creating a Windows MachineSet object on vSphere
+  - Name: Creating a Windows machine set on vSphere
     File: creating-windows-machineset-vsphere
-  - Name: Creating a Windows MachineSet object on GCP
+  - Name: Creating a Windows machine set on GCP
     File: creating-windows-machineset-gcp
 - Name: Scheduling Windows container workloads
   File: scheduling-windows-workloads
diff --git a/windows_containers/creating_windows_machinesets/creating-windows-machineset-aws.adoc b/windows_containers/creating_windows_machinesets/creating-windows-machineset-aws.adoc
index 0465a7f7f2..45a486b4c5 100644
--- a/windows_containers/creating_windows_machinesets/creating-windows-machineset-aws.adoc
+++ b/windows_containers/creating_windows_machinesets/creating-windows-machineset-aws.adoc
@@ -1,6 +1,6 @@
 :_content-type: ASSEMBLY
 [id="creating-windows-machineset-aws"]
-= Creating a Windows `MachineSet` object on AWS
+= Creating a Windows machine set on AWS
 include::_attributes/common-attributes.adoc[]
 :context: creating-windows-machineset-aws
 
diff --git a/windows_containers/creating_windows_machinesets/creating-windows-machineset-azure.adoc b/windows_containers/creating_windows_machinesets/creating-windows-machineset-azure.adoc
index 73fe2b9bae..cd9848b8ce 100644
--- a/windows_containers/creating_windows_machinesets/creating-windows-machineset-azure.adoc
+++ b/windows_containers/creating_windows_machinesets/creating-windows-machineset-azure.adoc
@@ -1,6 +1,6 @@
 :_content-type: ASSEMBLY
 [id="creating-windows-machineset-azure"]
-= Creating a Windows `MachineSet` object on Azure
+= Creating a Windows machine set on Azure
 include::_attributes/common-attributes.adoc[]
 :context: creating-windows-machineset-azure
 
diff --git a/windows_containers/creating_windows_machinesets/creating-windows-machineset-gcp.adoc b/windows_containers/creating_windows_machinesets/creating-windows-machineset-gcp.adoc
index 986941df56..75043401f2 100644
--- a/windows_containers/creating_windows_machinesets/creating-windows-machineset-gcp.adoc
+++ b/windows_containers/creating_windows_machinesets/creating-windows-machineset-gcp.adoc
@@ -1,6 +1,6 @@
 :_content-type: ASSEMBLY
 [id="creating-windows-machineset-gcp"]
-= Creating a Windows `MachineSet` object on GCP
+= Creating a Windows machine set on GCP
 include::_attributes/common-attributes.adoc[]
 :context: creating-windows-machineset-gcp
 
diff --git a/windows_containers/creating_windows_machinesets/creating-windows-machineset-vsphere.adoc b/windows_containers/creating_windows_machinesets/creating-windows-machineset-vsphere.adoc
index cbd2044c27..f16cf9db1e 100644
--- a/windows_containers/creating_windows_machinesets/creating-windows-machineset-vsphere.adoc
+++ b/windows_containers/creating_windows_machinesets/creating-windows-machineset-vsphere.adoc
@@ -1,6 +1,6 @@
 :_content-type: ASSEMBLY
 [id="creating-windows-machineset-vsphere"]
-= Creating a Windows MachineSet object on vSphere
+= Creating a Windows machine set on vSphere
 include::_attributes/common-attributes.adoc[]
 :context: creating-windows-machineset-vsphere