Hii!
The eligibility criteria for applying in UPSC entrance examination states that the candidate must have completed graduation with any subject stream from a recognised University. So, as long as you complete graduation from a authentic University, preference of College doesn't matter.
You can choose any College of your choice.
Hope this helps.
Good luck!