Robot Kinematics involves analyzing and computing a robot's motion, including position, velocity, and acceleration of its parts, without accounting for forces or torques. It helps in planning movements, controlling trajectories, and ensuring precise operations by understanding how joint parameters translate into end-effector positions in space. This foundational concept is essential for effective robot design and control.