Update AWS_Amazon_Q.ipynb

fixed header sizes

Author: zbyosufzai

notebooks/GenAI/AWS_Amazon_Q.ipynb

@@ -8,7 +8,7 @@
     "\n",
     "**Difficulty Level: Beginner**\n",
     "\n",
-    "### Overview\n",
+    "## Overview\n",
     "\n",
     "Amazon Q Developer is a generative artificial intelligence (AI) powered conversational assistant designed to enhance the \n",
     "software development process, particularly within the AWS ecosystem. Amazon Q can assist with various coding tasks such as providing inline code completions, generating new code, and scanning for security vulnerabilities. Amazon Q Developer can be accessed through an IDE such as VSCode and JupyterLab or through the command line. \n",
@@ -17,14 +17,14 @@
     "about AWS architecture, AWS resources, best practices, documentation, and support. \n",
     "\n",
     "\n",
-    "### Learning Objectives\n",
+    "## Learning Objectives\n",
     "\n",
     "* Understand the capabilities of Amazon Q Developer and learn how to access the tool through an IDE \n",
     "* Engage with Amazon Q Developer and ask code-related queries\n",
     "* Implement inline code completions \n",
     "* Generate new code snippets based on specific requirements \n",
     "\n",
-    "### Prerequisites\n",
+    "## Prerequisites\n",
     "\n",
     "To complete this tutorial, you will need access to SageMaker Studio. \n",
     "Alternatively, you may install Amazon Q Developer in an alternative IDE such as VSCode or JupyterLab. To create a SageMaker Studio domain, access to a Virtual Private Cloud (VPC) is required. If this feature is not enabled on your account, please contact our team at [email protected] for assistance.\n",
@@ -99,7 +99,7 @@
     }
    },
    "source": [
-    "#### Environment Set Up\n",
+    "### Environment Set Up\n",
     "\n",
     "Download the scripts required to run this tutorial using wget: \n",
     "\n",
@@ -542,11 +542,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Conclusions\n",
+    "## Conclusions\n",
     "\n",
     "Congrats! You have successfully experimented with the features of Amazon Q. We hope you continue leveraging the powers of GenAI and Amazon Q Developer to drive impactful results in your projects.\n",
     "\n",
-    "### Clean Up\n",
+    "## Clean Up\n",
     "\n",
     "Once you have completed the tutorial, you may stop the JupyterLab application and delete the SageMaker Studio domain. \n",
     "\n",