diff --git a/Instructions/02-Explore-developer-tools.md b/Instructions/02-Explore-developer-tools.md
index d450c32..53891d1 100644
--- a/Instructions/02-Explore-developer-tools.md
+++ b/Instructions/02-Explore-developer-tools.md
@@ -28,7 +28,7 @@ To start, open the Azure Cloud Shell, install the Azure Machine Learning extensi
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. Remove any ML CLI extensions (both version 1 and 2) to avoid any conflicts with previous versions with this command:
     
     ```azurecli
diff --git a/Instructions/03-Make-data-available.md b/Instructions/03-Make-data-available.md
index 96746a3..f014e2e 100644
--- a/Instructions/03-Make-data-available.md
+++ b/Instructions/03-Make-data-available.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace and compute resources, you'll use
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. Enter the following commands in the terminal to clone this repo:
 
     ```azurecli
diff --git a/Instructions/04-Work-with-compute.md b/Instructions/04-Work-with-compute.md
index 91a1057..215bc6f 100644
--- a/Instructions/04-Work-with-compute.md
+++ b/Instructions/04-Work-with-compute.md
@@ -22,7 +22,7 @@ To create the Azure Machine Learning workspace, you'll use the Azure CLI. All ne
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. To avoid any conflicts with previous versions, remove any ML CLI extensions (both version 1 and 2) by running this command in the terminal:
 
     ```azurecli
diff --git a/Instructions/04-Work-with-environments.md b/Instructions/04-Work-with-environments.md
index 5ce0397..c603129 100644
--- a/Instructions/04-Work-with-environments.md
+++ b/Instructions/04-Work-with-environments.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace and compute resources, you'll use
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/05-Designer-train-model.md b/Instructions/05-Designer-train-model.md
index 3c60567..fcd5258 100644
--- a/Instructions/05-Designer-train-model.md
+++ b/Instructions/05-Designer-train-model.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace and a compute cluster, you'll use
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/06-AutoML-classification-model.md b/Instructions/06-AutoML-classification-model.md
index 7c5d64e..23d312f 100644
--- a/Instructions/06-AutoML-classification-model.md
+++ b/Instructions/06-AutoML-classification-model.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/07-Notebooks-mlflow-tracking.md b/Instructions/07-Notebooks-mlflow-tracking.md
index cbb9ee3..05bdecd 100644
--- a/Instructions/07-Notebooks-mlflow-tracking.md
+++ b/Instructions/07-Notebooks-mlflow-tracking.md
@@ -25,7 +25,7 @@ To create the Azure Machine Learning workspace and a compute instance, you'll us
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/08-Script-command-job.md b/Instructions/08-Script-command-job.md
index ac17847..2a0094e 100644
--- a/Instructions/08-Script-command-job.md
+++ b/Instructions/08-Script-command-job.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/08-Script-mlflow-tracking.md b/Instructions/08-Script-mlflow-tracking.md
index c8756c7..c55d0e8 100644
--- a/Instructions/08-Script-mlflow-tracking.md
+++ b/Instructions/08-Script-mlflow-tracking.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/09-Hyperparameter-tuning.md b/Instructions/09-Hyperparameter-tuning.md
index ab783a7..b2beffc 100644
--- a/Instructions/09-Hyperparameter-tuning.md
+++ b/Instructions/09-Hyperparameter-tuning.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/09-Run-pipelines.md b/Instructions/09-Run-pipelines.md
index fce799f..a82f2a0 100644
--- a/Instructions/09-Run-pipelines.md
+++ b/Instructions/09-Run-pipelines.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/10-Compare-models.md b/Instructions/10-Compare-models.md
index d85fc70..2861a20 100644
--- a/Instructions/10-Compare-models.md
+++ b/Instructions/10-Compare-models.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/10-Log-mlflow-models.md b/Instructions/10-Log-mlflow-models.md
index 69b92e9..b1b5cff 100644
--- a/Instructions/10-Log-mlflow-models.md
+++ b/Instructions/10-Log-mlflow-models.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/11-Deploy-batch-endpoint.md b/Instructions/11-Deploy-batch-endpoint.md
index 688ffa6..a4dd2bb 100644
--- a/Instructions/11-Deploy-batch-endpoint.md
+++ b/Instructions/11-Deploy-batch-endpoint.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Instructions/11-Deploy-online-endpoint.md b/Instructions/11-Deploy-online-endpoint.md
index bc20cba..7e2e5bd 100644
--- a/Instructions/11-Deploy-online-endpoint.md
+++ b/Instructions/11-Deploy-online-endpoint.md
@@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
 1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
 1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
 1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
-1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
+1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
 1. In the terminal, enter the following commands to clone this repo:
 
     ```azurecli
diff --git a/Labs/03/Work with data.ipynb b/Labs/03/Work with data.ipynb
index ff0268c..afc5fe5 100644
--- a/Labs/03/Work with data.ipynb	
+++ b/Labs/03/Work with data.ipynb	
@@ -423,6 +423,9 @@
         "> **Note**:\n",
         "> Do **not** rename the `MLTable` file to `MLTable.yaml` or `MLTable.yml`. Azure machine learning expects an `MLTable` file.\n",
         "\n",
+        "> **Note**:\n",
+        "> Do **not** rename the `MLTable` file to `MLTable.yaml` or `MLTable.yml`. Azure machine learning expects an `MLTable` file.\n",
+        "\n",
         "In the example below, you'll create a data asset by referencing a *local* path which contains an MLTable and CSV file. "
       ]
     },