MLflow Experiments in Unity Catalog

[G-M]

Will MLflow Experiments be incorporated into Unity Catalog similar to models and feature tables? I feel like this is the final piece missing in a comprehensive Unity Catalog backed MLOps workflow. Currently it seems they can only be stored in a dbfs backed location.

If they will be incorporated to Unity Catalog then is there a timeline for this? Thanks

[Kaniz]

Hi @G-M, 

• While Models in Unity Catalog cover model registration and management, MLflow Experiments focus on experiment tracking, versioning, and metrics.
• Currently, MLflow Experiments are stored in a DBFS-backed location (Databricks File System), which might not be as comprehensive as having them directly integrated into Unity Catalog.