What is causing noisy hot water tap and how do I fix it?

What you describe is, water hammer. It is noise made when pipes vibrate. To cure this situation you should put in a hammer arrestor, between the faucet and the cold water supply. It is like a shock absorber and will absorb the shock of the valve closing. They sell these at home centers and hardware stores. Hope to help! Regards!..................