Update Feature Store Region Availability Information #2923
Merged
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REQUIRED: Add a summary of your PR here, typically including why the change is needed and what was changed. Include any design alternatives for discussion purposes.
This PR updates documentation to reflect the expanded regional availability of Vertex AI Feature Store, as outlined in the official Google Cloud documentation: https://cloud.google.com/vertex-ai/docs/general/locations. Added the newly supported regions to the documentation. Tested region us-east4 in Colab without encountering any issues.
REQUIRED: Fill out the below checklists or remove if irrelevant
Official Notebooks
under the notebooks/official folder, follow this mandatory checklist: