The real division algebra of quaternions will be introduced, starting with its discovery by William R. Hamilton, and some of their geometric applications to rotations in three and four-dimensional euclidean spaces will be considered. In the last part of the talk, octonions will be introduced, as well as a review of some of their applications to Algebra and Geometry.