Provides an innovative approach to the subject for students of science and engineering. Although this text was written for students with some exposure to calculus and physics, those with a less extensive background will not feel overwhelmed. The author was particularly conscious of the need for students to relate linear algebra to their earlier mathematics, to develop geometrical understanding, and to see clear indications of applications.