Uses intuitive geometric concepts to create abstract algebraic theory with an emphasis on geometric characterizations. This book applies known results to describe various geometries and their invariants, and presents problems concerned with linear algebra, such as in real and complex analysis, differential equations, and differentiable manifolds.