Is it possible to define a group structure on arbitrary set?

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Is it possible to define a group structure on arbitrary set? It is obvious for finite sets and also sets with cardinality |Q| and |R| and also we don't know that is there other cardinality betwen them or not... what can we say a bout sets with other cardinalities?