Began with a review of how to construct Voronoi cells as intersetions of half-spaces. Showed the following 3-dimensional Voronoi cell.

Described an algorithm, involving Voronoi cells, for finding the closest point in a finite set S to a vector v in Rn, the finite set S being a collection (or database) of points in Rn.

Stated the Johnson-Lindenstrauss Theorem and the Norm Preservation Proposition. Next lecture I'll explain how the latter implies the former, and that will complete Part I of the module.