Critical speed is the rotational speed at which the natural frequency of a rotating system coincides with the frequency of the applied force, leading to resonance and potentially large amplitude vibrations. It is crucial in the design and operation of rotating machinery to avoid these speeds to prevent mechanical failure or damage.