Depends somewhat on what you mean by "delete". Do you want it removed completely - so you end up with one less field in each record ?. Or do you want to nullify the contents - so the number of fields remains the same ?.
If the former, "cut" would probably be quickest, and has almost no learning curve. For the latter, "awk", but it is a full language so requires some effort if you don't already know it.