# Making real-time predictions from Android Here is sample code showing how to use Amazon Machine Learning to get real-time predictions from Android. ## How to use Instantiate the `AndroidRealtimePrediction` with AWS credentials, and the name of the ML Model that you want to use. (Note this model must have a realtime endpoint created.) Then you can call `.predict(record)` passing in a record as a Java Map from attribute names to values. ## Example applications Real-time predictions from mobile devices can be used for a wide variety of applications. Some examples include: * Decide whether or not to show an offer to a customer * Matching up game players with similar skill levels * Rank content that is most relevant to current user