Don't say:
I want to buy three dozens eggs.

Say:
I want to buy three dozen eggs.

Note:
(A dozen - 12): I'd like to buy a dozen eggs. When dozen isn't preceded by a numeral (like three) or by a we use the plural form; There were dozens of eggs.