try the tutorials. I seem to remember GT having excessive tutorials.
Anyhow, have you tried coming in from opposite side and cornering?
I also recall that most levels have an area that you can go off of the tar itself onto a runway of sorts. For help cornering, try lifting the car as high as possible.
also check gamefaqs.