GCP: Cleanup storage.

content/GCP/03_intro_to_cloud_storage.ipynb

@@ -15,24 +15,34 @@
     "**Exercises:** 5 min\n",
     "\n",
     "**Questions:**\n",
-    "* How do I store data in the cloud?\n",
+    "  * How do I store data in the cloud?\n",
     "\n",
     "**Objectives:**\n",
-    "* Navigate the Google Cloud Storage service and terminology\n",
-    "* Allocate storage in Google Cloud Storage\n",
-    "* Find the cost estimator for Google Cloud Storage\n",
-    "* Recognize that resources have a \"location\"\n",
-    "* Recognize danger of public access\n",
-    "* De-allocate Google Cloud Storage storage\n",
+    "  * Navigate the Google Cloud Storage service and terminology\n",
+    "  * Allocate storage in Google Cloud Storage\n",
+    "  * Find the cost estimator for Google Cloud Storage\n",
+    "  * Recognize that resources have a \"location\"\n",
+    "  * Recognize danger of public access\n",
+    "  * De-allocate Google Cloud Storage storage\n",
     "```"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "9358d09a-8eb9-4b6e-bd27-16f1beab6c0c",
+   "metadata": {},
+   "source": [
+    "Now that Drew has a basic handle on how to create a virtual machine instance and has played around with it they are now ready to figure out where to store the data.  Drew was advised that for storing and sharing data outside a virtual machine instance that Object storage is the first thing to try."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "9897048a-6aa8-4d85-a557-d85b802f3f1d",
    "metadata": {},
    "source": [
-    "There are many storage products and services in the cloud. One of the most common and economic ways to store data in the cloud is to use object storage.  In GCP object storage is called *Google Cloud Storage*, which is similar to the Simple Storage Service, also known as S3, on Amazon Web Services (AWS).  For object storage, information is stored as a collection of key-value pairs.  This is different to how data is commonly stored on laptops and high performance computing clusters (supercomputers)."
+    "## Storage\n",
+    "\n",
+    "There are many storage products and services in the cloud.  One of the most common and economic ways to store data in the cloud is to use object storage.  In GCP object storage is called *Google Cloud Storage*, which is similar to the Simple Storage Service, also known as S3, on Amazon Web Services (AWS).  For object storage, information is stored as a collection of key-value pairs.  This is different to how data is commonly stored on laptops and high performance computing clusters (supercomputers)."
    ]
   },
   {
@@ -167,9 +177,10 @@
     "We will now complete the resource life-cycle by deleting the bucket we just created. Think about the process we did for creating the bucket and follow a similar one.\n",
     "\n",
     "```{admonition} Exercise\n",
+    ":class: exercise\n",
     "\n",
-    " * Try to delete the storage bucket on your own\n",
-    " * Verify that the storage bucket has been deleted.\n",
+    "  * Try to delete the storage bucket on your own\n",
+    "  * Verify that the storage bucket has been deleted.\n",
     "```"
    ]
   },