Outline [28 lectures with 4 optional + 1 slack; 2 need to be skipped to make room for tests]:
First, as a warmup, some fun applications meant to prompt a review of some fundamentals from Matrix Theory (M 221): [3 lectures + 1 slack] Now comes the first lump of the theoretical core of the course: [9 lectures] Two fun applications: [2 lectures with 1 optional] More theory focusing on symmetric matrices and orthogonality, theory interlaced with applications: [7 lectures with 1 optional] Finally, theory and applications of linear transformations: [9 lectures with 1 optional]