Update README.md 5

Add examples section

README.md

@@ -8,15 +8,22 @@ This repository contains notebooks, code samples, sample apps, and other resourc
 
 For more Vertex AI Generative AI notebook samples, please visit the Vertex AI [Generative AI](https://github.com/GoogleCloudPlatform/generative-ai) GitHub repository.
 
-## Explore and learn
+## Explore, learn and contribute
 
-You can explore, learn, and contribute to this repository to unleash the full potential of machine learning on Vertex AI! You can follow the links in the header section of each of the notebooks to -
+You can explore, learn, and contribute to this repository to unleash the full potential of machine learning on Vertex AI! 
 
-![Colab](https://cloud.google.com/ml-engine/images/colab-logo-32px.png) Open and run the notebook in [Colab](https://colab.google/)\
-![Colab Enterprise](https://cloud.google.com/ml-engine/images/colab-enterprise-logo-32px.png) Open and run the notebook in [Colab Enterprise](https://cloud.google.com/colab/docs/introduction)\
-![Workbench](https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32) Open and run the notebook in [Vertex AI Workbench](https://cloud.google.com/vertex-ai/docs/workbench/introduction)\
-![Github](https://cloud.google.com/ml-engine/images/github-logo-32px.png) View the notebook on Github
+### Explore and learn
 
+Explore this repository, follow the links in the header section of each of the notebooks to -
+
+![Colab](https://cloud.google.com/ml-engine/images/colab-logo-32px.png)  Open and run the notebook in [Colab](https://colab.google/)\
+![Colab Enterprise](https://cloud.google.com/ml-engine/images/colab-enterprise-logo-32px.png)  Open and run the notebook in [Colab Enterprise](https://cloud.google.com/colab/docs/introduction)\
+![Workbench](https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32)  Open and run the notebook in [Vertex AI Workbench](https://cloud.google.com/vertex-ai/docs/workbench/introduction)\
+![Github](https://cloud.google.com/ml-engine/images/github-logo-32px.png)  View the notebook on Github
+
+### Contribute
+
+See the [Contributing Guide](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/CONTRIBUTING.md).
 
 ## Get started
 
@@ -40,22 +47,58 @@ To get started using Vertex AI, you must have a Google Cloud project.
 ├── community-content - Sample code and tutorials contributed by the community
 
 ```
+## Examples
 
-## Contributing
+<!-- markdownlint-disable MD033 -->
+<table>
 
-Contributions welcome! See the [Contributing Guide](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/CONTRIBUTING.md).
+  <tr>
+    <th></th>
+    <th style="text-align: center;">Description</th>
+    <th style="text-align: center;">Contents</th>
+  </tr>
+  <tr>
+    <td>
+      <a href="notebooks/official/automl"><code>automl/</code></a>
+    </td>
+    <td>
+      Learn how to train and make predictions on AutoML models
+    </td>
+    <td><a href="notebooks/official/automl/">Sample notebooks</a></td>
+  </tr>
+  <tr>
+    <td>
+      <a href="notebooks/official/custom"><code>custom/</code></a>
+    </td>
+    <td>
+      Learn how to create, deploy and serve custom  models on Vertex AI
+    </td>
+    <td><a href="notebooks/official/custom/">Sample notebooks</a></td>
+  </tr>
+  <tr>
+    <td>
+      <a href="notebooks/official/prediction"><code>prediction/</code></a>
+    </td>
+    <td>
+      Learn how to build, train and deploy models using prebuilt containers for custom training and prediction.
+    </td>
+    <td><a href="notebooks/official/prediction/">Sample notebooks</a></td>
+  </tr>
+</table>
+<!-- markdownlint-enable MD033 -->
 
-## Getting help
 
-Please use the [issues page](https://github.com/GoogleCloudPlatform/vertex-ai-samples/issues) to provide feedback or submit a bug report.
+## Get help
+
+Please use the [Issues page](https://github.com/GoogleCloudPlatform/vertex-ai-samples/issues) to provide feedback or submit a bug report.
 
 ## Disclaimer
 
 This is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
 
-## Feedback
-
-Please feel free to fill out our [survey](https://bit.ly/vertex-ai-samples-survey) to give us feedback on the repo and its content.
 
 ## References
 - [Vertex AI Jupyter Notebook tutorials](https://cloud.google.com/vertex-ai/docs/tutorials/jupyter-notebooks)
+- Vertex AI [Generative AI](https://github.com/GoogleCloudPlatform/generative-ai) GitHub repository
+- [Vertex AI documentaton](https://cloud.google.com/vertex-ai/docs)
+