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Automate the deployment of a model

avatar
Explorer

I have a deployed model un Cloudera Machines Learning. The model is trained once a month, which I do through a pipeline (Jobs). It must be deployed after that again to take the updated model. Can the deployment be done in a way other than manual? 

1 ACCEPTED SOLUTION

avatar
Community Manager

Welcome to the community @ariajesus. While you wait on a more knowledge community member to respond, I'll leave you with this blog article I found in hopes it leads you to the correct path. 

 

Cloudera Machine Learning’s APIv2 enables automated project lifecycle management, CI/CD integration,...

Keep the questions coming

View solution in original post

2 REPLIES 2

avatar
Community Manager

Welcome to the community @ariajesus. While you wait on a more knowledge community member to respond, I'll leave you with this blog article I found in hopes it leads you to the correct path. 

 

Cloudera Machine Learning’s APIv2 enables automated project lifecycle management, CI/CD integration,...

Keep the questions coming

avatar
Explorer

Thanks for the reply.
In my case the question is:
I build a model and then I train the model again; How do I create a new build of the model with the same id of the model already created before?
I have to have the same access key of the model.
I use cmlapi. Can I do
cmlapi.CreateModelBuildRequest with exiting model id?

Do you understand what I mean?