The moment of inertia tensor is a mathematical representation that describes how mass is distributed in a rigid body relative to an axis of rotation. It allows us to analyze the rotational dynamics of objects in three-dimensional space by encapsulating the distribution of mass and its influence on angular motion, connecting closely with principles of change of variables in physics.