What is Databricks' model deployment framework?
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06-07-2021 10:53 AM
How do you do deploy a model in Databricks.
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06-07-2021 10:56 AM
You first register your model using model registry and you can deploy to MLFLow Model Serving or external services like SageMake and AzureML
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06-07-2021 11:36 AM
The following resources provide more detail on this:
- Databricks model registry example notebook: https://docs.databricks.com/_static/notebooks/mlflow/mlflow-model-registry-example.html
- Databricks model lifecycle - https://docs.databricks.com/applications/machine-learning/manage-model-lifecycle/index.html
- Databricks model registry enterprise features - https://databricks.com/blog/2020/04/15/databricks-extends-mlflow-model-registry-with-enterprise-feat...