You'd have to be mad, given the prices and availability of parking, plus the cost of petrol, VED, insurance, MOT etc.
Why not just get the train in and then the bus down? If you come into Piccadilly or Oxford Rd, there's the 147 bus, which is free for most of its route if you're a student.