There are $5$ groups of order $12$

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I have been looking for a short proof of the problem

There are exactly five groups of order 12: three non-abelian and two abelian.

I know the proof of the statement, but I want to know if there is a short proof without considering all the possible relations of each element of the group with others.

EDIT: To let a brief explanation of the proof I know about this problem, what I did was consider an element $y$ of order $3$ and an element $x$ of order $4$, then consider the set generated by them: $$\{e,x,x^2,x^3,y,yx,yx^2,yx^3,y^2,y^2x,y^2x^2,y^2x^3\}$$

Then what I did was relate them with the elements of structure $y^mx^t$, that is reduced considering that some elements could not be equal considering their orders or the elements that are eliminated between them.

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Well..the abelian ones are all products of appropriate cyclic groups; those aren't too tough to enumerate.

For non-abelian, the Sylow theorems tell you a lot about groups of order $p^2 q$, where $p$ and $q$ are prime: basically they're all semi-direct products, and there just aren't too many homomorphisms to use in forming the product, so it's pretty straightforward. If you don't know the Sylow theorems or semi-direct products...it's tougher.

Look especially at Dylan Moreland's answer to this question.