Always say “cambiar de idea” o “cambiar de opinion”. When we talk about altering one’s opinions or decisions, the correct equivalents are “cambiar de idea” and “cambiar de opinión”. “Cambiar de mente” is a literal translation from the English expression “to change one’s mind” that would only make sense in