Newly revised and updated, this text offers a consistent approach to classical integral transforms and expansion theorems via the spectral theory of self-adjoint operators. The treatment is based on spectral properties of elementary first-order ordinary differential operators and their compositions, with emphasis on the Fourier transform and its unitary equivalents. Some background in functional analysis would be a useful prerequisite.