Yes, you can have pneumonia without cough and this occurs mostly in young children, the elderly or people with other underlying medical conditions but in this cases, there will be another symptoms like weakness, confusion, and low body temperature and symptoms like vomiting, fatigue, irritable mood and restlessness from which babies can suffer.