| I. n-Dimensional Spaces. Linear and Bilinear Forms |
| 1. n-Dimensional vector spaces |
| 2. Euclidean space |
| 3. Orthogonal basis. Isomorphism of Euclidean spaces |
| 4. Bilinear and quadratic forms |
| 5. Reduction of a quadratic form to a sum of squares |
| 6. Reduction of a quadratic form by means of a triangular transformation |
| 7. The law of inertia |
| 8. Complex n-dimensional space |
| II. Linear Transformations |
| 9. Linear transformations. Operations on linear transformations |
| 10. Invariant subspaces. Eigenvalues and eigenvectors of a linear transformation |
| 11. The adjoint of a linear transformation |
| 12. Self-adjoint (Hermitian) transformations. Simultaneous reduction of a pair of quadratic forms to a sum of squares |
| 13. Unitary transformations |
| 14. Commutative linear transformations. Normal transformations |
| 15. Decomposition of a linear transformation into a product of a unitary and self-adjoint transformation |
| 16. Linear transformations on a real Euclidean space |
| 17. External properties of eigenvalues |
| III. The Canonical Form of an Arbitrary Linear Transformation |
| 18. The canonical form of a linear transformation |
| 19. Reduction to canonical form |
| 20. Elementary divisors |
| 21. Polynomial matrices |
| IV. Introduction to Tensors |
| 22. The dual space |
| 23. Tensors |