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Data Engineering
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Databricks and CD4ML

Dunken
New Contributor III

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?

1 ACCEPTED SOLUTION

Accepted Solutions

Atanu
Esteemed Contributor
7 REPLIES 7

User16764241763
Honored Contributor

Dunken
New Contributor III

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?

Dunken
New Contributor III

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

Atanu
Esteemed Contributor

something below you are looking for @Armin Gallikerโ€‹ ?

Dunken
New Contributor III

What exactly do you mean? What's below?

Atanu
Esteemed Contributor

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

Hi @Armin Gallikerโ€‹ ,

Did @Atanu Sarkarโ€‹ reply help you to resolve this issue? Please let us know

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