Is there a way to use terraform (Infrastructure as Code) to deploy a machine learning web service programmatically?

Question

I'll start off by saying that "no" is a perfectly acceptable answer and extra credit if you can say why not. The goal is to set up a custom machine learning web service to run on a dataset using an Infrastructure as Code approach. The machine learning GUI is fantastic, but it doesn't seem to be IAC friendly. If that's not the case, please enlighten me. Not being able to revert back to a previous version (ideally using git) is the main problem I'm running into. IAC is not very useful if the infrastructure code can't be reverted in full to a previous state. If I'm looking at this all wrong, please excuse my ignorance and point me in the right direction.

Answer 1

Hi Ivana,

Thanks for reaching out to us. We are happy to discuss those details and we will discuss internally. We will let you know if we have any update.

Regards,

Yutong