This book develops the Weyr matrix canonical form, a largely unknown cousin of the Jordan form. It explores novel applications, including include matrix commutativity problems, approximate simultaneous diagonalization, & algebraic geometry. Module theory & algebraic geometry are employed but with self-contained accounts.