Go to your app manager and disable Amazon Music. I think that is one that is pre-installed so you can't delete the app, but you can disable it.
Settings, Application Manager, find Amazon music and disable.
Disabling the notifications for the application after disabling is also a good idea. It keeps the device from trying to update the application to a newer version.
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