Using Amazon ML to Predict Responses to a Marketing Offer: With Amazon Machine Learning (Amazon ML), you can build and train predictive applications and host your applications in a scalable cloud solution.In this tutorial, we show you how to use Amazon ML to create a datasource, build a machine learning (ML) model, and use the model to generate batch predictions.