I was also confused by moles back in school until one day it suddenly clicked - the concept of a mole is basically no more mysterious than a dozen, if it had been explained to me like this I would have got it straight away:
There are 2 items in a pair, 12 items in a dozen, and there are 6.022 x 1023 items in a mole.
That's it, no voodoo.