• Refactors code to use KFP v2.
• Fixes the REST API request payload for pipeline job creation.
• Updates the cleaning up section: include local files, remove pipeline jobs (not needed).
• Adds Colab authentication and kernal restart steps.
• Adds colab enterprise logo with link.
• Makes Heading changes according to template guidelines.
• Remove duplicate sentences / explanation.
• Fix unnecessary "``" code highlight usage.
• Replace REGION with LOCATION.
• Removes IS_TESTING condition.
  
  
  
  

REQUIRED: Fill out the below checklists or remove if irrelevant

1. If you are opening a PR for Official Notebooks under the notebooks/official folder, follow this mandatory checklist:

• Use the notebook template 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 can locally test for formatting and linting with these instructions.
• 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 file under the Official Notebooks section, 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.