ML Model deployment outside Azure

Question

There are company restrictions on using Azure AKS and ACI for deployment, and also we are restricted to use only Notebooks for ML model development. Can someone point me to step-by-step documentation on downloading modle and deploying it outside Azure?

Like after building a ML Model, how to download a packaged model - Docker image that contains the model and other files needed to host it as a web service

Answer 1

@Anonymous Thanks for the question. You can download the model as shown below in the screen shot.
If you have problems when deploying a model to ACI or AKS, deploy it as a local web service. Using a local web service makes it easier to troubleshoot problems. To troubleshoot a deployment locally, see the local troubleshooting article.