PREJUDICE : Prejudice is by other means prejudgment, an assumption made about someone or something before having adequate knowledge with guaranteed accuracy. Like assuming someone is gay by his costume or look or assuming someone's ability seeing his physical structure.
DISCRIMINATION : Discrimination is treating people less fairly or equally because they belong to a different group. A negative attitude directed toward people simply because they are members of a specific social group.