Hi Vicki - I asked the same question a month ago, so if you do a search you may find some of the answers there help.
Watercress
I've gone ahead and bought a packet, and the Thompson & Morgan instructions suggest growing it in a pot which stands within another pot (with no holes!) which you keep topped up water. That sounds like a great idea to me, so I'm going to give that a go.
Good luck!