Interpolation spaces are a sophisticated mathematical framework used to construct and analyze spaces that lie between two given Banach spaces, offering a nuanced approach to understanding functional analysis and partial differential equations. They are pivotal in the study of Sobolev spaces, enabling the precise interpolation of norms and the development of theories that bridge discrete and continuous settings.