Forum Discussion
How to register scaler and encoder objects along with the trained model in fabric ?
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?
- Anonymous1 year ago
HI seas,
So you mean to interact the model training operations dynamics based on hyperparameters or the notebook parameters? If that's the case, you can check to the following links about these parameters:
Hyperparameter tuning - Microsoft Fabric | Microsoft Learn
Solved: Parameterizing a notebook - Microsoft Fabric Community
Regards,Xiaoxin Sheng
1 Reply
- AnonymousNot applicable
HI seas,
So you mean to interact the model training operations dynamics based on hyperparameters or the notebook parameters? If that's the case, you can check to the following links about these parameters:
Hyperparameter tuning - Microsoft Fabric | Microsoft Learn
Solved: Parameterizing a notebook - Microsoft Fabric Community
Regards,Xiaoxin Sheng