In the monograph, on the basis of the methods proposed by the author - integral representations of random determinants, orthogonalization of random matrices, perturbations of random determinants, spectral and resolvent solutions of systems of linear algebraic equations with random coefficients - random determinants, systems of linear algebraic equations with random coefficients, integral equations with degenerate random nuclei were investigated.