10+2 pass out in 2003, can I do degree.

Yes, of course, you can complete your graduation after so many years of gap. But, it will difficult to complete the course in regular mode after such a long gap. Instead of that, you can opt for a Distance learning system of education. There are lots of universities which imparts education in distan