How to register scaler and encoder objects along with the trained model in ms fabric ?

Question

Hello everyone,

I trained a model in a Fabric notebook. Before training, I applied scaling and encoding operations to the data. For inference, I need to register the scaler and encoder objects along with the trained model so that they can be loaded and used in the inference script. I couldn't find documentation on how to achieve this. Could you please help me understand how to register all of them together and how to load them back in the scoring script?

note : I know how to do it in azure ml but I need the info about how to do it in fabric. Thanks

Answer 1

Hi Sena Aslan,

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