Machine Learning Model Deployment on Databricks with Unity Catalog
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09-17-2024 11:58 AM
Hi everyone! I found it would be helpful to document and share my experiences navigating model deployment on Databricks with the recent changes to deploy models to Unity Catalog instead of the Workspace Model Registry.
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11-02-2025 12:57 PM
Thanks for sharing this in-depth piece, @ac10 . Your walkthrough of model deployment via Unity Catalog is clear and practical—especially the insight about handling model signatures when working with Spark DataFrames. This will definitely help practitioners navigating the transition from the legacy registry to the new workflow. Looking forward to your next post.
Cheers, Louis.
