How to Turn Off Apple Music Autorenewal

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I signed up for the free trial of Apple Music today after having upgraded my iPad mini to iOS 8.4, and immediately set a reminder to cancel it three months from now. After I tweeted about that, @GeoffreyRoman kindly let me know that there's an option to stop auto-renewal.

I found the setting after a little hunting, and thought I'd share with you: