topic Re: Databricks and CD4ML in Data Engineering

Databricks and CD4ML

Dunken — Tue, 01 Feb 2022 08:46:22 GMT

I would like to use Databricks in a CD4ML way (see also https://martinfowler.com/articles/cd4ml.html). Is this possible? I would like to develop and train models in one environment once qualified, I would like to deploy the model with the application (embed), deploy it as a service or publish it as data. Can anyone point me to resources how to get started?

Re: Databricks and CD4ML

User16764241763 — Tue, 01 Feb 2022 15:31:09 GMT

Hello @Armin Galliker

Thank you for posting the query.

Below blogs and documentation would be a good place to start with

Re: Databricks and CD4ML

Dunken — Fri, 04 Feb 2022 10:04:42 GMT

Thank you.

This is definitively a feasible "as a service" approach. What about really hosting (embed) the service running on production somewhere else (e.g. as part of my own service)? Or is this something you would not recommend?

Re: Databricks and CD4ML

Dunken — Tue, 08 Feb 2022 17:18:47 GMT

Any thoughts on this? Actually I would like to deploy the models on devices like Raspberry Pi. Is this something you support?

Re: Databricks and CD4ML

Atanu — Thu, 03 Mar 2022 14:49:47 GMT

something below you are looking for @Armin Galliker ?

Re: Databricks and CD4ML

Dunken — Thu, 03 Mar 2022 15:05:59 GMT

What exactly do you mean? What's below?

Re: Databricks and CD4ML

Atanu — Thu, 03 Mar 2022 15:16:17 GMT

I am sorry forgot to paste the link - https://databricks.com/notebooks/computer-vision/cv_04_%20model_deployment.html . this is the one .

Re: Databricks and CD4ML

jose_gonzalez — Mon, 07 Mar 2022 19:37:43 GMT

Hi @Armin Galliker ,

Did @Atanu Sarkar reply help you to resolve this issue? Please let us know