Deploy Machine Learning Model in Plant

Ask the Community
1

Hello everyone, my name is Amar. I’m currently working on implementing machine learning in a foundry setting. I’ve developed a model in code repository, and now I’m looking to test it by deploying on Workshop it with the aim of making live predictions.I have try to publish it as a function but there is an error : Unsupported model API type for functions “tabular”.
Could someone assist me with this please?

2

Hi @CheikhAmar , are you deploying the model in a Modeling Objective or a Direct Model Deployment?

3

thanks @william for your response
I am deploying the model on Modeling Objective.
Should I make a direct model deployment?

4

Yeah this currently works in direct model deployments, but we are working on adding it to modeling objectives as well

5

Thanks @william for your response.
In the end, what we want is to make a solution that would make proposals on a screen to the operators in plant based on the model. The context is we wanted to make a correct prediction of one of the parameters of our parts. And we thought about making a model that we will deploy on a screen in the plant where there will be real-time predictions. is it possible to make such a solution on palantir or it will implicate another tools?

6

Yeah that should be entirely possible, do you guys have a Palantir POC we could setup a meeting with or would you have time for a meeting just between us?

7

Yeah of course we can setup a meeting just beetwen us depending on your
availability