Material
Lectures
- Administrivia:
- Linear Equations:
- Solving Linear Equations:
- Echelon Forms:
- Gaussian Elimination + Numerics:
- Vector Equations:
- Matrix-Vector Equations:
- Linear Independence:
- Linear Transformations:
- Matrices of Linear Transformations:
- Matrix Algebra:
- Matrix Inverse:
- Invertible Matrix Theorem + Algebraic Graph Theory:
- Markov Chains:
- Matrix Factorization:
- Computer Graphics:
- Subspaces:
- Dimension and Rank:
- Eigenvalues and Eigenvectors:
- The Characteristic Equation:
- Diagonalization:
- Orthogonality:
- Orthogonal Projection
- Least Squares
- Linear Models
- Symmetric Matrices
- Singular Value Decomposition
Final