What are my options with my 3 year old son that Does NOT follow directions AT ALL?! ?

My son is absolutely stubborn.. He does not follow directions he steadily tests authority.. It's hard to even put into words. He goes against everything that anyone tells him! I've tried time outs taking his toys and even swatting him on the .