How to deploy Azure automated machine learning model to production to generate forecast

Question

I managed to use Azure automated machine learning to train a time series forecasting model in Azure machine learning studio.

We get new data only once a month, therefore we do not think that web service is necessary for our needs.

We want to deploy the model on the cloud or locally to start generating forecasting data. But We are not quite sure how to do so. We do not have knowledge about Python and machine learning deployment.

Could you recommend some instructions on how to deploy Azure automated machine learning model on the cloud and locally? Thank you!

Answer 1

Hi,

Thanks a lot for reaching out to us, please check following guidance for how to configure and train a time-series forecasting regression model using automated machine learning in the Azure Machine Learning Python SDK.

https://learn.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-forecast#configure-and-run-experiment

Please let me know for more question. Thanks!

Regards,
Yutong