Infinite-dimensional spaces are mathematical constructs that extend the idea of finite-dimensional vector spaces to dimensions that are not countable, often used in functional analysis and quantum mechanics. These spaces allow for the generalization of concepts like convergence, orthogonality, and basis, providing a framework for studying functions, sequences, and operators in a more abstract and comprehensive manner.