A vector processor is a type of CPU design that performs operations on entire vectors of data simultaneously, rather than on individual scalar elements, significantly improving performance for tasks involving large data sets and parallel computations. This architecture is especially effective in scientific computing, graphics processing, and machine learning applications where vectorized operations are prevalent.