diff --git a/content/Azure/01_intro_to_cloud_console.ipynb b/content/Azure/01_intro_to_cloud_console.ipynb
index c4b5219..8cfb88d 100644
--- a/content/Azure/01_intro_to_cloud_console.ipynb
+++ b/content/Azure/01_intro_to_cloud_console.ipynb
@@ -132,7 +132,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "43cd9544",
+   "id": "842ad945",
    "metadata": {},
    "source": [
     "## Everything Else\n",
@@ -162,7 +162,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a06f390f",
+   "id": "ebc30bae",
    "metadata": {},
    "source": [
     "## Open a Cloud Shell\n",
@@ -172,7 +172,7 @@
     "To use the Cloud Shell:\n",
     " * Open up a Cloud Shell by clicking on the **Cloud Shell** icon in the right side of the top blue bar (number 3 above).\n",
     " * The first time you open cloud shell you will be prompted for the following:\n",
-    "![welsome-to-cloud-shell-bashl](images/welsome-to-cloud-shell-bash.png)\n",
+    "![welsome-to-cloud-shell-bashl](images/welcome-to-cloud-shell-bash.png)\n",
     " * Choose *bash* to continue.\n",
     " * Then it will ask you to create a storage account for persistant storage for your cloud shell experience.\n",
     "![welcome-to-cloud-shell-storage](images/welcome-to-cloud-shell-storage.png)\n",
@@ -210,7 +210,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c58c867b",
+   "id": "1d7f2ca7",
    "metadata": {},
    "source": [
     "This prompt is asking you to create a .ssh directory in your home directory and generate ssh public/private keys named id_rsa.pub/id_rsa (default) respectively.\n",
@@ -227,8 +227,8 @@
     "\n",
     "After successfully retyping the passphrase the key generation process will continue showing a similar message as follows (the fingerprint and art will look different):\n",
     "```\n",
-    "Your identification has been saved in /home/learner/.ssh/id_rsa.\n",
-    "Your public key has been saved in /home/learner/.ssh/id_rsa.pub.\n",
+    "Your identification has been saved in /home/<username>/.ssh/id_rsa.\n",
+    "Your public key has been saved in /home/<username>/.ssh/id_rsa.pub.\n",
     "The key fingerprint is:\n",
     "SHA256:D9yj1nZEUigahirvjkIFoCP7RfjDu67Ku88M7nHQftI learner@cs-748001990186-default-boost-r9phq\n",
     "The key's randomart image is:\n",
@@ -249,6 +249,20 @@
     "create proces you will be asked to Cut & Paste the public key into a form.   "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "8bb7ae75",
+   "metadata": {},
+   "source": [
+    "## Overview of what we will create\n",
+    "\n",
+    "We are now ready to move on with the rest of the Azure essentials lessons.  Here is an overview of what we are \n",
+    "going to do.  First we will create a Virtual Machine (VM) and in doing so create a Resource Group.  Then we will \n",
+    "create a Storage Account and in that a blob storage container.  After that we will create a blob and upload it to\n",
+    "the blob contaioner.\n",
+    "![Azure-essentails-outline](images/azure-essentails-outline.png)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "779c8715",
diff --git a/content/Azure/02_intro_to_compute.ipynb b/content/Azure/02_intro_to_compute.ipynb
index 3b526a0..b95664b 100644
--- a/content/Azure/02_intro_to_compute.ipynb
+++ b/content/Azure/02_intro_to_compute.ipynb
@@ -47,26 +47,17 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0ef69f07",
+   "id": "a4dd13ae",
    "metadata": {},
    "source": [
-    "Before we begin this lesson/episode and create a Virtual Machine (VM), we need to create a ssh \n",
-    "key so that we can securely login to the VM we are about to create.  We need use a ssh public \n",
-    "key when we create the VM.\n",
-    "\n",
-    "**Note:** Step 1. below is not required if you have already created a ssh key in the \n",
-    "[Intro to Cloud Console](02_intro_to_compute.ipynb) lesson.  If you have already \n",
-    "created a key go directly to step 2.\n",
+    "Before we begin this lesson, we need to create a *ssh key pair* so that we can securely login to the Virtual Machone \n",
+    "(VM) we are about to create.  We will need a ssh public key when we create the VM.\n",
     "\n",
     "**Step 1.**\n",
     "\n",
-    "If you have not used the cloud shell to connect to a *VM Instance* before, you will need to \n",
-    "create a new *ssh key*.  The VM will use this key to allow you to access the *VM instance* \n",
-    "in a secure manner.  \n",
-    "\n",
-    "Open up a Cloud Shell by clicking on the Cloud Shell icon in the right side of the top \n",
-    "blue bar (the icon looks like box with a greater than sign followed by an underscore) as \n",
-    "described in the [Intro to Cloud Console](01_intro_to_cloud_console.ipynb) lesson.\n",
+    "The Cloud Shell should already be open from the previous lesson [Intro to Cloud Console](01_intro_to_cloud_console.ipynb).\n",
+    "If not, Open a Cloud Shell by clicking on the Cloud Shell icon in the right side of the top \n",
+    "blue bar (the icon looks like box with a greater than sign followed by an underscore).\n",
     "\n",
     "At the $ prompt in the Cloud Shell, enter ssh-keygen and follow the prompts.\n"
    ]
@@ -85,7 +76,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "164cdb8c",
+   "id": "0950e691",
    "metadata": {},
    "source": [
     "This prompt is asking you to create a .ssh directory in your home directory and generate ssh \n",
@@ -103,8 +94,8 @@
     "After successfully retyping the passphrase the key generation process will continue showing a \n",
     "similar message as follows (the fingerprint and art will look different):\n",
     "````\n",
-    "Your identification has been saved in /home/learner/.ssh/id_rsa.\n",
-    "Your public key has been saved in /home/learner/.ssh/id_rsa.pub.\n",
+    "Your identification has been saved in /home/<username>/.ssh/id_rsa.\n",
+    "Your public key has been saved in /home/<username>/.ssh/id_rsa.pub.\n",
     "The key fingerprint is:\n",
     "SHA256:D9yj1nZEUigahirvjkIFoCP7RfjDu67Ku88M7nHQftI learner@cs-748001990186-default-boost-r9phq\n",
     "The key's randomart image is:\n",
@@ -142,7 +133,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "cat /home/learner/.ssh/id_rsa.pub"
+    "cat /home/<user-account>/.ssh/id_rsa.pub"
    ]
   },
   {
diff --git a/content/Azure/03_intro_to_cloud_storage.ipynb b/content/Azure/03_intro_to_cloud_storage.ipynb
index 161be7f..8bfd866 100644
--- a/content/Azure/03_intro_to_cloud_storage.ipynb
+++ b/content/Azure/03_intro_to_cloud_storage.ipynb
@@ -65,7 +65,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "af639990",
+   "id": "06c38751",
    "metadata": {},
    "source": [
     "## Create Resource Group (Note sure if this is needed)\n",
@@ -76,6 +76,7 @@
     "* Navigate to Resource Groups\n",
     "* Click \"+ create\" in the upper left \n",
     "* Select a name for your Resource Group\n",
+    "  * Use the Resource Group we create earlier during the VM creation process\n",
     "* Leave the rest as default\n",
     "* Click Review & Create\n",
     "* After passing validation, click create\n"
@@ -110,19 +111,21 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4860da70",
+   "id": "4ac4e95a",
    "metadata": {
     "tags": []
    },
    "source": [
-    "### Allocate Azure Cloud Storage\n",
+    "## Allocate Azure Cloud blob Storage\n",
     "\n",
     "To create a blob storage container in the Azure portal, follow these steps:\n",
     "\n",
     "* Navigate to your new storage account in the Azure portal.\n",
-    "* In the left menu for the storage account, scroll to the Data storage section, then select containers.\n",
-    "* Select the + Container button.\n",
-    "* Type a name for your new container.\n",
+    "* In the left menu of the storage account, scroll to the Data storage section, then select containers.\n",
+    "* Select the + Container button to create a new blob storage container.\n",
+    "* Over on the right side\n",
+    "  * Type a name for your new container.\n",
+    "  * Under the *Public access level* pulldown menu select *Blob (annonymous read access for blobs only)*\n",
     "* Select OK to create the container.\n",
     "\n",
     "![vm-create-container](images/04_azure_storage_create_container.png)\n"
diff --git a/content/Azure/04_intro_to_cli.ipynb b/content/Azure/04_intro_to_cli.ipynb
index f6d80c4..f6efbaa 100644
--- a/content/Azure/04_intro_to_cli.ipynb
+++ b/content/Azure/04_intro_to_cli.ipynb
@@ -166,17 +166,21 @@
    ]
   },
   {
-   "cell_type": "markdown",
-   "id": "a90996d2",
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "12c48d46",
    "metadata": {},
+   "outputs": [],
    "source": [
     "# date"
    ]
   },
   {
-   "cell_type": "markdown",
-   "id": "20a5bdaa",
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9bbeed89",
    "metadata": {},
+   "outputs": [],
    "source": [
     "# echo \"Date: $(date)\""
    ]
@@ -290,15 +294,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Bash",
-   "language": "bash",
-   "name": "bash"
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
   },
   "language_info": {
-   "codemirror_mode": "shell",
-   "file_extension": ".sh",
-   "mimetype": "text/x-sh",
-   "name": "bash"
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.7"
   }
  },
  "nbformat": 4,
diff --git a/content/Azure/05_intro_to_cloud_storage_cli.ipynb b/content/Azure/05_intro_to_cloud_storage_cli.ipynb
index 7161f00..3c4638f 100644
--- a/content/Azure/05_intro_to_cloud_storage_cli.ipynb
+++ b/content/Azure/05_intro_to_cloud_storage_cli.ipynb
@@ -51,9 +51,8 @@
    "source": [
     "RG=\"demo_rg\"\n",
     "LOCATION=\"eastus\"\n",
-    "BLOB_CON=\"demo_blob_cont\"\n",
-    "STGE_ACCT=\"demo_stor_ac\"\n",
-    "CTR=\"demo_stge_ctr\""
+    "STGE_ACCT=\"demostorac<username>\"\n",
+    "BLOB_CONT=\"demo-blob-cont\""
    ]
   },
   {
@@ -83,18 +82,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (838669738.py, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"/var/folders/ty/h84mzh251vdbfwf3zsph_xrh0000gq/T/ipykernel_80687/838669738.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    az storage account create --name $STGE_ACCT --resource-group $RG --location $LOCATION --sku Standard_ZRS --encryption-services blob\u001b[0m\n\u001b[0m       ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "az storage account create --name $STGE_ACCT --resource-group $RG --location $LOCATION --sku Standard_ZRS --encryption-services blob"
    ]
@@ -133,7 +123,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage container create --account-name $STGE_ACCT --name $CTR --auth-mode login"
+    "az storage container create --account-name $STGE_ACCT --name $BLOB_CONT --auth-mode login"
    ]
   },
   {
@@ -156,7 +146,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "echo \"Demo text\" > demo_file"
+    "echo \"Demo text\" > demo_file.txt"
    ]
   },
   {
@@ -172,7 +162,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob upload --account-name $STGE_ACCT --container-name $CTR --name demo_file --file demo_file --auth-mode login"
+    "az storage blob upload --account-name $STGE_ACCT --container-name $BLOB_CONT --name demo_file_upload.txt --file demo_file.txt --auth-mode login"
    ]
   },
   {
@@ -188,7 +178,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob list --account-name $STGE_ACCT --container-name $CTR --output table --auth-mode login"
+    "az storage blob list --account-name $STGE_ACCT --container-name $BLOB_CONT --output table --auth-mode login"
    ]
   },
   {
@@ -204,7 +194,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob download --account-name $STGE_ACCT --container-name $CTR --name demo_file --file demo_file_download file --auth-mode login"
+    "az storage blob download --account-name $STGE_ACCT --container-name $BLOB_CONT --name demo_file_download.txt --file demo_file_upload.txt --auth-mode login"
    ]
   },
   {
@@ -220,7 +210,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ls demo_file_download"
+    "ls demo_file_download.txt"
    ]
   },
   {
@@ -236,7 +226,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "diff demo_file demo_file_download"
+    "diff demo_file.txt demo_file_download.txt"
    ]
   },
   {
@@ -262,7 +252,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob delete --account-name $STGE_ACCT --container-name $CTR --name demo_file --auth-mode login"
+    "az storage blob delete --account-name $STGE_ACCT --container-name $BLOB_CONT --name demo_file --auth-mode login"
    ]
   },
   {
@@ -278,7 +268,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob list --account-name $STGE_ACCT --container-name $CTR --output table --auth-mode login"
+    "az storage blob list --account-name $STGE_ACCT --container-name $BLOB_CONT --output table --auth-mode login"
    ]
   },
   {
diff --git a/content/Azure/06_running_analysis.ipynb b/content/Azure/06_running_analysis.ipynb
index e6227b3..402ddc3 100644
--- a/content/Azure/06_running_analysis.ipynb
+++ b/content/Azure/06_running_analysis.ipynb
@@ -43,12 +43,12 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3934bac4",
+   "id": "68d90090",
    "metadata": {},
    "source": [
     "## Create a VM\n",
     "\n",
-    "For this exercise we will use the VM that we created in the [Intro to Cloud Console](01_intro_to_cloud_console.ipynb) \n",
+    "For this exercise we will use the VM that we created in the [Intro to Cloud Compute](02_intro_to_compute.ipynb) \n",
     "lesson."
    ]
   },
@@ -120,22 +120,13 @@
   },
   {
    "cell_type": "markdown",
-   "id": "da999ac0",
+   "id": "43c7d723",
    "metadata": {},
    "source": [
     "## Get Example Code\n",
     "\n",
-    "We will now install `git` and use it to download the example code into your home directory.  For those of you who are unfamiliar with git, it is a way to collaboratively manage files and we will only be using it to download the example that we will be using. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "0fc21993",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sudo apt-get install --yes git"
+    "We will now use git to download the example *landsat* analysis code into your home directory.  For those of you \n",
+    "who are unfamiliar with git, it is a way to collaboratively manage files."
    ]
   },
   {
@@ -160,10 +151,10 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f3133c48",
+   "id": "ab9cc790",
    "metadata": {},
    "source": [
-    "We now change the current directory to the `azure-landsat` directory in the `CLASS-Examples` directory that was just created by the previous git command."
+    "Now change directory to `CLASS-Examples/azure-landsat` where our analysis code is."
    ]
   },
   {
@@ -218,43 +209,19 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#./landsat-env"
+    "./landsat-env"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "6be82619",
-   "metadata": {},
-   "source": [
-    "This will install the following packages."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e3930da6",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sudo apt install python3-pip -y\n",
-    "pip3 install --upgrade pip\n",
-    "pip3 install numpy\n",
-    "pip3 install matplotlib\n",
-    "pip3 install pandas\n",
-    "pip3 install rasterio\n",
-    "pip3 install azure.storage.blob"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "9d459eb2",
+   "id": "8fdf8aec",
    "metadata": {},
    "source": [
     "## Get and Process landsat data\n",
     "\n",
-    "Lets take a quick look at the python scrip *landsat-hls-azure.py*.  This code will find the HLS tile coresponding \n",
-    "to a given latatue and longitude at a specific time. It will then produce a .tiff image of the tile.  We will then combine images with different \n",
-    "bands to create a composite image of the area of interest. "
+    "Lets take a quick look at the python scrip *landsat-hls-azure.py*.  This code will find the HLS tiles coresponding \n",
+    "to a given latatue and longitude at a specific time. Using the tiles stored on Azure, we will combine different *bands*\n",
+    "to create a image file of the satellite dat in (png) formate."
    ]
   },
   {
@@ -272,15 +239,15 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "#./landsat-hls-azure.py"
+    "./landsat-hls-azure.py"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "6ea30b3c",
+   "id": "3af52b33",
    "metadata": {},
    "source": [
-    "This will product the file *test.png*.  This is an image file of the tile we reqeusted."
+    "This will product the file *test.png*.  This is an image file of the combined tiles we reqeusted."
    ]
   },
   {
@@ -305,33 +272,10 @@
   },
   {
    "cell_type": "markdown",
-   "id": "19158868",
-   "metadata": {},
-   "source": [
-    "Install the azure CLI by executing the the curl command below.\n",
-    "\n",
-    "This script does three fundamental things:                                                                          #\n",
-    "  1. Add Microsoft's GPG Key has a trusted source of apt packages.                                                  #\n",
-    "  2. Add Microsoft's repositories as a source for apt packages.                                                     #\n",
-    "  3. Installs the Azure CLI from those repositories.  "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "dca9b76f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ab4c265a",
+   "id": "89e85f82",
    "metadata": {},
    "source": [
-    "Define some environment variables"
+    "Define some environment variables from the resources created in previous lessons."
    ]
   },
   {
@@ -341,82 +285,69 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "RG=\"demo_rg\"\n",
+    "SUB\"<Subsription id>\"\"\n",
+    "RG=\"<Resource Group>\"\n",
     "LOCATION=\"eastus\"\n",
-    "BLOB_CON=\"demo_blob_cont\"\n",
-    "STGE_ACCT=\"demo_stor_ac\"\n",
-    "CTR=\"demo_stge_ctr\""
+    "STGE_ACCT=\"<Storage Account>\"\n",
+    "BLOB_CONT=\"<Blob Container>\""
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "3b4f9136",
+   "id": "11e22dae",
    "metadata": {},
    "source": [
-    "login into azure and verify info"
+    "Install the azure CLI by executing the the curl command below. "
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "cdcbd1e2",
+   "id": "dca9b76f",
    "metadata": {},
    "outputs": [],
    "source": [
-    "az login\n",
-    "az group list –output table\n",
-    "az storage account list --output table\n",
-    "az ad signed-in-user show --query objectId -o tsv | az role assignment create --role \"Storage Blob Data Contributor\" --assignee @- --scope \"/subscriptions/ae186240-1b93-42b5-bb33-e9b8c4e527de/resourceGroups/demo_rg/providers/Microsoft.Storage/storageAccounts/landsatdemosa\""
+    "curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3b89ddb9",
+   "id": "30ffa151",
    "metadata": {},
    "outputs": [],
    "source": [
-    "Use the existing container created ealier or create a new one.\n",
-    "\n",
-    "List existing containers"
+    "login into azure"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ab37a316",
+   "id": "cdcbd1e2",
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage container list --account-name $STGE_ACCT --auth-mode login"
+    "az login\n",
+    "az ad signed-in-user show --query objectId -o tsv | az role assignment create --role \"Storage Blob Data Contributor\" --assignee @- --scope \"/subscriptions/$SUB/resourceGroups/$RG/providers/Microsoft.Storage/storageAccounts/$STGE_ACCT\""
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "7c9f97db",
-   "metadata": {},
-   "source": [
-    "Create storage account if one doen't already exist"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "19ea43e7",
+   "id": "58a0e9ba",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "az storage container create --account-name $STGE_ACCT --name $BLOB_CON --auth-mode login"
+    "Now we need to asign ourselves the role of Storage Blob Data Contributor so we can interact with the \n",
+    "blob container."
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c6047945",
+   "id": "8a639fcc",
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage container list --account-name $STGE_ACCT"
+    "az ad signed-in-user show --query objectId -o tsv | az role assignment create --role \"Storage Blob Data Contributor\" --assignee @- --scope \"/subscriptions/$SUB/resourceGroups/$RG/providers/Microsoft.Storage/storageAccounts/$STGE_ACCT\""
    ]
   },
   {
@@ -434,7 +365,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob upload --account-name $STGE_ACCT --container-name $BLOB_CON --name test.png --file test.png --auth-mode login"
+    "az storage blob upload --account-name $STGE_ACCT --container-name $BLOB_CONT --name test.png --file test.png --auth-mode login"
    ]
   },
   {
@@ -452,7 +383,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage blob list --account-name $STGE_ACCT --container-name $BLOB_CON --output table --auth-mode login"
+    "az storage blob list --account-name $STGE_ACCT --container-name $BLOB_CONT --output table --auth-mode login"
    ]
   },
   {
@@ -487,11 +418,9 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e6faacab",
+   "cell_type": "markdown",
+   "id": "f8602b41",
    "metadata": {},
-   "outputs": [],
    "source": [
     "Delete the storage container"
    ]
@@ -503,7 +432,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "az storage container delete --account-name $STGE_ACCT --name $BLOB_CON --auth-mode login"
+    "az storage container delete --account-name $STGE_ACCT --name $BLOB_CONT --auth-mode login"
    ]
   },
   {
diff --git a/content/Azure/images/azure-essentails-outline.png b/content/Azure/images/azure-essentails-outline.png
new file mode 100644
index 0000000..acdec2e
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