how to use ARIMA model in AWS sagemaker?

Question

I have created an ARIMA model for time-series forecasting and want to deploy it so as to use it at the API endpoint. But I am unable to find a way to deploy it on AWS SageMaker, how can I deploy it. I don't want to use DeepAR. Or is there any way to deploy the pickle file on SageMaker?

user_223478 · Answer

You can use Amazon Forecast, which has ARIMA built in

Or, if you prefer SageMaker, you need to build your own Docker container, publish it to ECR, and then use that

https://sagemaker-examples.readthedocs.io/en/latest/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.html#The-example

how to use ARIMA model in AWS sagemaker?

1 Answers