A sharp flat or natural note that is not in the key signature?

A sharp, flat or natural outside the key signature is called an accidental. They are commonly used both for chromatic movement within the song (i.e. sharping the seventh in a minor key when resolving to the first) and for keychanges that will only last a few measures, such as using a run in Csharp to move from C to D.