(NOTE: Each chapter is divided into exercises and projects sections.) 1. Linear Systems. 2. Matrix Algebra. 3. Determinants. 4. Vector Space Concepts. 5. Linear Transformations. 6. Orthogonality. 7. Eigenvalues. 8. Singular Visual Decomposition. Appendix A: MATLAB. Appendix B: Special Matrices. Appendix C: ATLAST Commands. References.