This lecture covers the concept of resonance in mechanical systems, where the instructor explains the transition to complex numbers to solve problems, the assumption of the harmonic regime, and the harmonic response. The lecture also delves into the harmonic response spectrum, average power dissipation, and the relationship between amplitude and damping in free oscillators.