Nvidia,Intel,AMD are mainly into multicore programming. If you are a fresher , they don't expect you to solve Riemann Hypothesis in a minute.. all they expect is strong grasp in your fundamentals. Multicore programming is nothing new, it's built upon concepts of conventional programming.
So be firm in your fundamentals, these companies will grind you in those areas during the interview.
Good luck!