I'm ranking the sales based on their title. Azure makes it dead simple to use your trained model as a web service. I'm not familiar with aws, I just sort of fell into incorporating ml to my project, and since I'm in bizspark, everything that I'm doing is free. Another solution I'm considering is using prediction.io for the webservice.