mirror of
https://github.com/GoogleCloudPlatform/vertex-ai-samples.git
synced 2026-09-26 14:42:04 +00:00
f4b56e92ae
* Migrate gsutil usage to gcloud storage * changes for 4308 * added = in command * Apply automated linter fixes * removed model_garden folder changes * removed model_garden folder changes --------- Co-authored-by: gurusai-voleti <gvoleti@google.com>
Deploy BiqQuery ML Model on Vertex AI Model Registry and make predictions
Learn how to use `Vertex AI Model Registry` with `BigQuery ML` and make batch predictions:
The steps performed include:
- Train a model with `BigQuery ML`
- Upload the model to `Vertex AI Model Registry`
- Create a `Vertex AI Endpoint` resource
- Deploy the `Model` resource to the `Endpoint` resource
- Make `prediction` requests to the model endpoint
- Run `batch prediction` job on the `Model` resource
Learn more about Vertex AI Model Registry.
Learn more about BigQuery ML.
Get started with Vertex AI Model Registry
Learn how to use `Vertex AI Model Registry` to create and register multiple versions of a model.
The steps performed include:
- Create and register a first version of a model to `Vertex AI Model Registry`.
- Create and register a second version of a model to `Vertex AI Model Registry`.
- Updating the model version which is the default (blessed).
- Deleting a model version.
- Retraining the next model version.
Learn more about Vertex AI Model Registry.