Is gas caused by bacteria?

At times I suffer from horrible intestinal gas---I noticed I would have trouble when drinking milk so I switched to organic milk and seem to be doing better with that but I still get it at times and it takes me hours to get rid of it---is it caused by bacteria (my mom thinks it is caused by nerves-but I don't think so) and if so what kind of bacteria?