Mechanical oscillations refer to the repetitive back-and-forth movement of an object around an equilibrium position, often driven by restoring forces proportional to displacement. They are fundamental in understanding various physical systems, from simple pendulums to complex machinery, and are characterized by parameters like amplitude, frequency, and damping.