Ujjwal Ratan uses patient readmission data to demonstrate Amazon Machine Learning:
The Amazon ML endpoint created earlier can be invoked using an API call. This is very handy for building an application for end users who can interact with the ML model in real time.
Create a similar application and host it as a static website on Amazon S3. This feature of S3 allows you to host websites without any web servers and takes away the complexities of scaling hardware based on traffic routed to your application. The following is a screenshot from the application:
I think that Azure ML is still ahead of Amazon’s ML solution, but I’m happy to see the competition.