Multi-degree-of-freedom systems in mechanical vibrations involve components with multiple independent coordinates. These systems require complex mathematical modeling using mass, stiffness, and damping matrices to describe their motion and behavior. Understanding multi-DOF systems is crucial for analyzing real-world applications like vehicles, machines, and structures. Key concepts include natural frequencies, mode shapes, and forced vibration analysis, which help engineers optimize designs and predict system responses to various inputs.