Quaternion algebra extends complex numbers into four dimensions, offering a powerful tool for representing rotations and orientations in three-dimensional space. It is fundamental in fields such as computer graphics, robotics, and aerospace engineering due to its efficiency in avoiding gimbal lock and its compact representation of spatial rotations.