diff --git a/content/AWS/04_intro_to_cloud_storage.ipynb b/content/AWS/04_intro_to_cloud_storage.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "dc57021c",
+   "metadata": {},
+   "source": [
+    "# Introduction to Cloud Storage\n",
+    "\n",
+    "\n",
+    "```{admonition} Overview\n",
+    ":class: tip\n",
+    "\n",
+    "**Teaching: 20 mins**\n",
+    "\n",
+    "**Exercises: 10 mins**\n",
+    "\n",
+    "**Questions: **\n",
+    "* What are the different kinds of storage on the cloud?\n",
+    "* How do I us cloud storage buckets?\n",
+    "\n",
+    "**Objectives:**\n",
+    "* Understand how provision storage buckets\n",
+    "\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "338a2a01",
+   "metadata": {},
+   "source": [
+    "<img src=\"./images/s3_launch.png\" width=720 align=\"center\">\n",
+    "\n",
+    "<img src=\"./images/s3_launch_2.png\" width=720 align=\"center\">\n",
+    "\n",
+    "<img src=\"./images/s3_launch_3.png\" width=720 align=\"center\">\n",
+    "\n",
+    "<img src=\"./images/s3_launch_4.png\" width=720 align=\"center\">\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "11ec13a6",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/content/AWS/05_intro_to_cli.ipynb b/content/AWS/05_intro_to_cli.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "dc57021c",
+   "metadata": {},
+   "source": [
+    "# Introduction to the AWS CLI\n",
+    "\n",
+    "\n",
+    "```{admonition} Overview\n",
+    ":class: tip\n",
+    "\n",
+    "**Teaching: 30 mins**\n",
+    "\n",
+    "**Exercises: 10 mins**\n",
+    "\n",
+    "**Questions:**\n",
+    "* How do I use the AWS CLI?\n",
+    "\n",
+    "**Objectives:**\n",
+    "* Understand when and how to use the AWS CLI \n",
+    "* Understand basic AWS CLI commands to provision resources\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8e8dd80c",
+   "metadata": {},
+   "source": [
+    "Now that we have successfully created an EC2 Instance and an s3 bucket, we will explore ways that these two AWS resources can interact. While your s3 bucket from the previously lesson is launching, we will navigate to the "
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
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