The Little Book of Linear Algebra
16 hours ago
- #vectors-matrices
- #mathematics
- #linear-algebra
- Introduction to vectors, scalars, and geometry including operations and properties.
- Matrices and their operations, special types, and computational aspects.
- Linear systems, elimination methods, and solution sets.
- Vector spaces, subspaces, and their properties.
- Linear transformations, their representations, and structural aspects.
- Determinants, their properties, and computational methods.
- Eigenvalues, eigenvectors, and their applications in dynamics.
- Orthogonality, least squares problems, and QR factorization.
- Singular Value Decomposition (SVD), Principal Component Analysis (PCA), and matrix conditioning.
- Applications in geometry, computer graphics, data analysis, and numerical methods.