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How to deploy the customized model?

Yin

Once the model one created is finalized and run, how does one deploy it? In automodel this is easy, but i cant find a deployment option for the customized model that are manually created. Any help is appreciated.

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BalazsBaranyRM

Hi!

Deploying a model is very similar to validating it.

You have preprocessing for building and validating the model. It is good to put this into a reusable process. You have the model parameters. Just build a model with these parameters, e. g. the result of the validation subprocess. Store it into your repository.

The deployment process consinsts of
- getting the new data
- preprocessing in the same way
- applying the stored model (Apply Model operator)
- using or storing the scored output

Regards,
Balázs

Yin

When i save the custom model and i go to "deploy custom model" and try to select it from there it doesnt show up. Only the ones produced by automodel do.