This book provides a collection of 319 paper and pencil problems in numerical linear algebra, organized by topic and ranging in level from junior undergraduate to first year graduate. The problems are designed to be at the level where a well prepared student in a course on numerical linear algebra can work the problem successfully within 30 minutes (and often less) including writing the solution out in good style. The topics and treatment follow a traditional path.