The Mach Number is a dimensionless quantity in fluid dynamics that represents the ratio of the speed of an object to the speed of sound in the surrounding medium. It is crucial for understanding the behavior of objects at high speeds, especially in aerodynamics, as it influences shock waves and flow patterns around the object.