Newton's identities are a set of equations that relate power sums of the roots of a polynomial to its coefficients, providing a bridge between symmetric polynomials and elementary symmetric polynomials. They are instrumental in computational algebra for efficiently calculating symmetric functions and solving polynomial equations.