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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Machine Learning Model Deployment on Databricks with Unity Catalog

ac10
New Contributor II

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. 

https://medium.com/p/7d04e8539540

1 REPLY 1

Louis_Frolio
Databricks Employee
Databricks Employee

Thanks for sharing this in-depth piece, @ac10 . Your walkthrough of model deployment via Unity Catalog is clear and practicalโ€”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.