Beg (for/of)

What's the difference between "beg...", "beg for..." and "beg of..."?

I'm teaching my dog to beg.

He sits with his paws held up begging for a biscuit.

Please come quickly, I beg of you. (This is very formal.)

Rover

Thank you, I've realized it.