Linear Algebra
Stage 1, Methods Track
Course Materials
Main Text. Gilbert Strang, Introduction to Linear Algebra, 6th edition (Wellesley-Cambridge Press, 2023), with the author’s free solutions to the exercises.
Companions. Jim Hefferon, Linear Algebra, for worked answers to every exercise, and Margalit and Rabinoff, Interactive Linear Algebra, for figures.
Lectures. MIT 18.06SC, taught by Gilbert Strang.
Chapters
| Chapter | Status |
|---|---|
| 1. Vectors and Matrices | In Progress |
| 2. Solving Linear Equations Ax = b | Not Started |
| 3. The Four Fundamental Subspaces | Not Started |
| 4. Orthogonality | Not Started |
| 5. Determinants | Not Started |
| 6. Eigenvalues and Eigenvectors | Not Started |
| 7. The Singular Value Decomposition (SVD) | Not Started |
| 8. Linear Transformations | Not Started |
| 9. Linear Algebra in Optimization | Not Started |
| 10. Learning from Data | Not Started |