How do I GROW bacteria in water?

Anil S asked: So I’ve let a colony of bacteria grow in a petri dish (with agar of course).

I know HOW to transfer the bacteria in the water. What I do not know, however is HOW to grow the bacteria in the water. Does it need something to grow off of in the water? [...]