Sample Archietcture for Databricks MLOps

Saurabh707344
Databricks Partner

‎05-17-2023 04:28 AM

Do anyone have sample architectures for Mlops using Databricks and other possible variations of architecture ?

Annapurna_Hiriy
Databricks Employee
Databricks Employee

‎05-17-2023 08:01 AM

@Saurabh Singh​ 

This is well documented here:

https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html

Please see: Reference architecture for MLOps

Further refrences: 

  1. Refer to The Big Book of MLOps for more discussion of the architecture and potential customization.
  2. MLOps workflow on Databricks: https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html