is it possible to transform a vector from a space to another one?

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If I get it right, vectors' transformation is about changing the base, but the vector remains in the same space. Does is make sense to talk about transforming a vector from a space to another different space, not just the base. For example, transforming a vector from an euclidean space to a non-euclidean one?