Although there is really no limit to the type of vegetables and herbs that you can grow in your vegetable garden, there exist certain popular garden vegetables that every vegetable garden can have easily.Celery is a beautiful vegetable that can be a part of your vegetable garden. Although Celery is a very adjusting plant and grows well along almost any other vegetable, there are a few vegetables that are especially conducive to its growth.