Random number generation is a process used to produce a sequence of numbers or symbols that cannot be reasonably predicted better than by random chance, which is crucial for simulations, cryptography, and statistical sampling. It can be achieved through hardware-based random number generators or algorithmically with pseudo-random number generators, each having different applications and trade-offs in terms of predictability and reproducibility.