Bio-Data:
Bio-Data consists the information about the individual and his attributes, hobbies, interests along with educational qualification to describe the person the best.
Resume:
A resume is a one or two page "summary" of your skills, experience and education. Generally no more longer than a page or two. It indicates candidate's professional qualification.
CV (Curriculum Vitae):
A Curriculum Vitae is a longer and more detailed synopsis. Generally over a couple of pages long. It indicates candidate's professional experience.