Very easy...grip knob with fingers, lift knob off, push replacement knob on.
Unless you mean volume and data pots, that is a different story. I can't remember how they are hooked up inside, I'm guessing that it would probably require desoldering of the old part and soldering the new part, unless they are supplied already attached to small PCBs that just need to have the cable physically plugged into a socket.