The Princeton Companion to Math has a great article on analytic number theory, which could help people with a math background familiarize themselves with the concept behind the Riemann Hypothesis. However, the intuition behind the Fourier transform is crucial to grasp the exact relation between the zeros of the Riemann zeta function and their significance in the prime number distribution.