https://community.databricks.com/t5/machine-learning/sample-archietcture-for-databricks-mlops/m-p/4248#M198 <P>@Saurabh Singh​&nbsp;</P><P>This is well documented here:</P><P><A href="https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html" alt="https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html" target="_blank">https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html</A></P><P>Please see: Reference architecture for MLOps</P><P></P><P>Further refrences:&nbsp;</P><OL><LI>Refer to&nbsp;<A href="https://www.databricks.com/p/ebook/the-big-book-of-mlops?_gl=1*13v1qfo*_gcl_aw*R0NMLjE2ODQzMzQ5OTQuQ2p3S0NBanc5cEdqQmhCLUVpd0FhNWpsM0xUS2RZV2MxeFJIVjRSZDZuZEpnMVVVRnhZb2ppOVpNaXVteVVWa2sxc2ZkMzAzT2dTS1FCb0NuWThRQXZEX0J3RQ..*_ga*MTU2MTg3ODg0LjE2ODA3MTAzMjM.*_ga_PQSEQ3RZQC*MTY4NDMzMzY0Ni45NS4xLjE2ODQzMzUzNTguNDEuMC4w&amp;_ga=2.12296503.2045537012.1684333645-156187884.1680710323&amp;_gac=1.116081140.1682430539.CjwKCAjw9J2iBhBPEiwAErwpec_cvmgMue09dlt3fIo-Do0wIhuB4Hiync4TCvFNkr-5XynTVINI1xoCgt8QAvD_BwE" alt="https://www.databricks.com/p/ebook/the-big-book-of-mlops?_gl=1*13v1qfo*_gcl_aw*R0NMLjE2ODQzMzQ5OTQuQ2p3S0NBanc5cEdqQmhCLUVpd0FhNWpsM0xUS2RZV2MxeFJIVjRSZDZuZEpnMVVVRnhZb2ppOVpNaXVteVVWa2sxc2ZkMzAzT2dTS1FCb0NuWThRQXZEX0J3RQ..*_ga*MTU2MTg3ODg0LjE2ODA3MTAzMjM.*_ga_PQSEQ3RZQC*MTY4NDMzMzY0Ni45NS4xLjE2ODQzMzUzNTguNDEuMC4w&amp;_ga=2.12296503.2045537012.1684333645-156187884.1680710323&amp;_gac=1.116081140.1682430539.CjwKCAjw9J2iBhBPEiwAErwpec_cvmgMue09dlt3fIo-Do0wIhuB4Hiync4TCvFNkr-5XynTVINI1xoCgt8QAvD_BwE" target="_blank">The Big Book of MLOps</A>&nbsp;for more discussion of the architecture and potential customization.</LI><LI>MLOps workflow on Databricks: <A href="https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html" alt="https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html" target="_blank">https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html</A></LI></OL><P></P> Wed, 17 May 2023 15:01:38 GMT Annapurna_Hiriy 2023-05-17T15:01:38Z https://community.databricks.com/t5/machine-learning/sample-archietcture-for-databricks-mlops/m-p/4247#M197 <P>Do anyone have sample architectures for Mlops using Databricks and other possible variations of architecture ?</P> Wed, 17 May 2023 11:28:38 GMT https://community.databricks.com/t5/machine-learning/sample-archietcture-for-databricks-mlops/m-p/4247#M197 Saurabh707344 2023-05-17T11:28:38Z https://community.databricks.com/t5/machine-learning/sample-archietcture-for-databricks-mlops/m-p/4248#M198 <P>@Saurabh Singh​&nbsp;</P><P>This is well documented here:</P><P><A href="https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html" alt="https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html" target="_blank">https://www.databricks.com/blog/2022/06/22/architecting-mlops-on-the-lakehouse.html</A></P><P>Please see: Reference architecture for MLOps</P><P></P><P>Further refrences:&nbsp;</P><OL><LI>Refer to&nbsp;<A href="https://www.databricks.com/p/ebook/the-big-book-of-mlops?_gl=1*13v1qfo*_gcl_aw*R0NMLjE2ODQzMzQ5OTQuQ2p3S0NBanc5cEdqQmhCLUVpd0FhNWpsM0xUS2RZV2MxeFJIVjRSZDZuZEpnMVVVRnhZb2ppOVpNaXVteVVWa2sxc2ZkMzAzT2dTS1FCb0NuWThRQXZEX0J3RQ..*_ga*MTU2MTg3ODg0LjE2ODA3MTAzMjM.*_ga_PQSEQ3RZQC*MTY4NDMzMzY0Ni45NS4xLjE2ODQzMzUzNTguNDEuMC4w&amp;_ga=2.12296503.2045537012.1684333645-156187884.1680710323&amp;_gac=1.116081140.1682430539.CjwKCAjw9J2iBhBPEiwAErwpec_cvmgMue09dlt3fIo-Do0wIhuB4Hiync4TCvFNkr-5XynTVINI1xoCgt8QAvD_BwE" alt="https://www.databricks.com/p/ebook/the-big-book-of-mlops?_gl=1*13v1qfo*_gcl_aw*R0NMLjE2ODQzMzQ5OTQuQ2p3S0NBanc5cEdqQmhCLUVpd0FhNWpsM0xUS2RZV2MxeFJIVjRSZDZuZEpnMVVVRnhZb2ppOVpNaXVteVVWa2sxc2ZkMzAzT2dTS1FCb0NuWThRQXZEX0J3RQ..*_ga*MTU2MTg3ODg0LjE2ODA3MTAzMjM.*_ga_PQSEQ3RZQC*MTY4NDMzMzY0Ni45NS4xLjE2ODQzMzUzNTguNDEuMC4w&amp;_ga=2.12296503.2045537012.1684333645-156187884.1680710323&amp;_gac=1.116081140.1682430539.CjwKCAjw9J2iBhBPEiwAErwpec_cvmgMue09dlt3fIo-Do0wIhuB4Hiync4TCvFNkr-5XynTVINI1xoCgt8QAvD_BwE" target="_blank">The Big Book of MLOps</A>&nbsp;for more discussion of the architecture and potential customization.</LI><LI>MLOps workflow on Databricks: <A href="https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html" alt="https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html" target="_blank">https://docs.databricks.com/machine-learning/mlops/mlops-workflow.html</A></LI></OL><P></P> Wed, 17 May 2023 15:01:38 GMT https://community.databricks.com/t5/machine-learning/sample-archietcture-for-databricks-mlops/m-p/4248#M198 Annapurna_Hiriy 2023-05-17T15:01:38Z