After a brief review of the fundamentals of state estimation, the course introduces the geometric structures underlying many robotic variables. In particular, quantities such as rotations and rigid-body poses do not lie in vector spaces but instead belong to Lie groups. The course examines how classical state estimation algorithms can be adapted to properly handle these representations.