how to pass test data to my deployed model in azure ml through function app

Question

i am trying to make predictions for the model which is deployed in azure ml through function app

1) my data is in azure blob storage
2) i want to pass that data to model ( which is deployed ) for predictions
3) once predictions is over i want to save that file again into blob storage

all above has to be done through function app

i dont have any idea on how to do it , any suggestions

Answer 1

@Mangalagiri Ranjith Kumar Thanks for the question. The deployment of a ML model to Azure Functions is in preview. Azure ML Managed Endpoints for enabling customers deploy models at cloud scale without needing to create & manage their own clusters. Here is link to the document that could help to Deploy and score a machine learning model by using an online endpoint (preview).
https://learn.microsoft.com/en-us/azure/machine-learning/how-to-deploy-managed-online-endpoints