https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25980#M1438 <P>How do you do deploy a model in Databricks.</P> Mon, 07 Jun 2021 17:53:32 GMT User16789201666 2021-06-07T17:53:32Z https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25980#M1438 <P>How do you do deploy a model in Databricks.</P> Mon, 07 Jun 2021 17:53:32 GMT https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25980#M1438 User16789201666 2021-06-07T17:53:32Z https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25981#M1439 <P>You first register your model using <A href="https://docs.databricks.com/applications/mlflow/model-registry.html" alt="https://docs.databricks.com/applications/mlflow/model-registry.html" target="_blank">model registry</A> and you can deploy to <A href="https://docs.databricks.com/applications/mlflow/model-serving.html" alt="https://docs.databricks.com/applications/mlflow/model-serving.html" target="_blank">MLFLow Model Serving</A> or external services like SageMake and AzureML </P> Mon, 07 Jun 2021 17:56:37 GMT https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25981#M1439 User16789201666 2021-06-07T17:56:37Z https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25982#M1440 <P>The following resources provide more detail on this:</P><P></P><OL><LI>Databricks model registry example notebook: <A href="https://docs.databricks.com/_static/notebooks/mlflow/mlflow-model-registry-example.html" alt="https://docs.databricks.com/_static/notebooks/mlflow/mlflow-model-registry-example.html" target="_blank">https://docs.databricks.com/_static/notebooks/mlflow/mlflow-model-registry-example.html</A></LI><LI>Databricks model lifecycle - <A href="https://docs.databricks.com/applications/machine-learning/manage-model-lifecycle/index.html" alt="https://docs.databricks.com/applications/machine-learning/manage-model-lifecycle/index.html" target="_blank">https://docs.databricks.com/applications/machine-learning/manage-model-lifecycle/index.html</A></LI><LI>Databricks model registry enterprise features - <A href="https://databricks.com/blog/2020/04/15/databricks-extends-mlflow-model-registry-with-enterprise-features.html" alt="https://databricks.com/blog/2020/04/15/databricks-extends-mlflow-model-registry-with-enterprise-features.html" target="_blank">https://databricks.com/blog/2020/04/15/databricks-extends-mlflow-model-registry-with-enterprise-features.html</A></LI></OL> Mon, 07 Jun 2021 18:36:29 GMT https://community.databricks.com/t5/machine-learning/what-is-databricks-model-deployment-framework/m-p/25982#M1440 RonanStokes_DB 2021-06-07T18:36:29Z