diff --git a/Deploy/Deploy.md b/Deploy/Deploy.md
index 662bbe5..dfd2253 100644
--- a/Deploy/Deploy.md
+++ b/Deploy/Deploy.md
@@ -41,25 +41,20 @@ In this section you will use the Azure Portal to create a Resource Group that wi
 
     Recommended Regions|
     -------------------|
-    US East |
-    US East 2| 
-    US Central| 
-    US West 2 |
-    Europe West| 
-    Asia Southeast| 
-    Europe North |
-    US South Central| 
-    US West |
-    UK South |
-    Australia East| 
-    Canada Central |
-    Japan East |
-    Germany Central |
-    France Central |
-    India Central |
-    Brazil South |
-    Korea Central |
-    Korea South |
+    Central US|
+    East US|
+    East US 2|
+    South Central US|
+    West US|
+    West US 2|
+    UK South|
+    Japan East|
+    Central India|
+    West Europe|
+    North Europe|
+    Canada Central|
+    Australia East|
+    Southeast Asia|
 
 9.	Proceed to create the resource group by clicking **Review + Create**, and then **Create**.
 
diff --git a/Lab/Lab3/Lab3.md b/Lab/Lab3/Lab3.md
index 974f82a..67ecf5a 100644
--- a/Lab/Lab3/Lab3.md
+++ b/Lab/Lab3/Lab3.md
@@ -27,7 +27,7 @@ In this section you are going to create an Azure Databricks cluster that will be
 -------------|
 **Execute these steps on your host computer**|
 
-1.	In the Azure Portal, navigate to the MDW-Lab resource group and locate the Azure Databricks resource MDWDatabricks-*suffix*.
+1.	In the Azure Portal, navigate to the lab resource group and locate the Azure Databricks resource MDWDatabricks-*suffix*.
 2.	On the **MDWDatabricks-*suffix*** blade, click the **Launch Workspace** button. The Azure Databricks portal will open on a new browser tab.
 
     ![](./Media/Lab3-Image02.png)
@@ -40,7 +40,8 @@ In this section you are going to create an Azure Databricks cluster that will be
 5.	On the **Create Cluster** blade, enter the following connection details:
     <br>- **Cluster Name**: MDWDatabricksCluster
     <br>- **Max Workers**: 4
-Leave all other fields with their default values.
+
+    Leave all other fields with their default values.
 
 6.	Click **Create Cluster**. It should take around 5 minutes for the cluster to be fully operational.
 
diff --git a/Lab/Lab5/Lab5.md b/Lab/Lab5/Lab5.md
index 2a50fdc..f7dd28e 100644
--- a/Lab/Lab5/Lab5.md
+++ b/Lab/Lab5/Lab5.md
@@ -36,7 +36,7 @@ In this section you will create a container in your MDWDataLake that will be use
 -------------|
 **Execute these steps on your host computer**|
 
-1.	In the Azure Portal, go to the MDW-Lab resource group, and then locate and click the Azure Storage account **mdwdatalake*suffix***. 
+1.	In the Azure Portal, go to the lab resource group, and then locate and click the Azure Storage account **mdwdatalake*suffix***. 
 
 2.	On the **Overview** panel, click **Blobs**.
 
diff --git a/README.md b/README.md
index be00ad0..99a333a 100644
--- a/README.md
+++ b/README.md
@@ -52,6 +52,8 @@ By the end of the workshop you will have implementd the lab architecture referen
 
 ### [Lab 0: Deploy Azure Data Platform End2End to your subscription](./Deploy/Deploy.md)
 
+**IMPORTANT**: You should skip this Lab if you are executing the labs through subscriptions provided by CloudLabs. All Azure services will be deployed as you activate your registration.
+
 In this section you will automatically provision all Azure resources required to complete labs 1 though to 5. We will use a pre-defined ARM template with the definition of all Azure services used to ingest, store, process and visualise data. 
 
 The estimated time to complete this lab is: **30 minutes**.