diff --git a/checklists/alz_checklist.en.json b/checklists/alz_checklist.en.json
index ba10430ac..fb6bdf419 100644
--- a/checklists/alz_checklist.en.json
+++ b/checklists/alz_checklist.en.json
@@ -282,7 +282,7 @@
             "id": "B03.11",
             "severity": "Medium",
             "training": "https://learn.microsoft.com/learn/modules/implement-hybrid-identity-windows-server/",
-            "link": "https://learn.microsoft.com/en-us/entra/identity/domain-services/overview"
+            "link": "https://learn.microsoft.com/entra/identity/domain-services/overview"
         },
         {
             "category": "Identity and Access Management",
@@ -318,7 +318,7 @@
             "id": "B03.14",
             "severity": "Medium",
             "link": "https://learn.microsoft.com/azure/active-directory/hybrid/how-to-connect-sync-staging-server",
-            "training": "https://learn.microsoft.com/en-us/entra/identity/hybrid/connect/plan-connect-topologies"
+            "training": "https://learn.microsoft.com/entra/identity/hybrid/connect/plan-connect-topologies"
         },
         {
             "category": "Identity and Access Management",
@@ -375,7 +375,7 @@
             "id": "B04.03",
             "severity": "Medium",
             "link": "https://learn.microsoft.com/azure/active-directory/privileged-identity-management/pim-create-roles-and-resource-roles-review",
-            "training": "https://learn.microsoft.com/en-us/entra/id-governance/privileged-identity-management/pim-perform-roles-and-resource-roles-review"
+            "training": "https://learn.microsoft.com/entra/id-governance/privileged-identity-management/pim-perform-roles-and-resource-roles-review"
         },
         {
             "category": "Resource Organization",
@@ -504,8 +504,8 @@
             "id": "C02.11",
             "ammp": true,
             "severity": "Medium",
-            "training": "https://learn.microsoft.com/en-gb/training/modules/visualize-data-workbooks/",
-            "link": "https://learn.microsoft.com/en-us/azure/azure-portal/azure-portal-dashboards"
+            "training": "https://learn.microsoft.com/training/modules/visualize-data-workbooks/",
+            "link": "https://learn.microsoft.com/azure/azure-portal/azure-portal-dashboards"
         },
         {
             "category": "Resource Organization",