If you are opening a PR for `Notebooks`, follow this mandatory checklist:

- [ ] Use the [notebook template](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/notebooks/notebook_template.ipynb) as a starting point.
- [ ] Follow the style and grammar rules outlined in the above notebook template.
- [ ] Verify the notebook runs successfully in Colab since the automated tests cannot guarantee this even when it passes.
- [ ] Passes all the required automated checks
- [ ] You have consulted with a tech writer to see if tech writer review is necessary. If so, the notebook has been reviewed by a tech writer, and they have approved it.
- [ ] This notebook has been added to the [CODEOWNERS](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/docs/CODEOWNERS) file, pointing to the author or the author's team.
- [ ] The Jupyter notebook cleans up any artifacts it has created (datasets, ML models, endpoints, etc) so as not to eat up unnecessary resources.

If you are opening a PR for `Community Content`, follow:

- [ ] This Community Content has been added to the [CODEOWNERS](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/docs/CODEOWNERS) file, pointing to the author or the author's team.