We got a comment with this question:

“is there a way by which i can restore only a specific team project related data or its associated files from a full backup?”

Unfortunately, in Team Foundation Version 1.0, you cannot restore a single team project from a backup. However, the product team is considering this feature for the next version.

 vstsuetb