Chapter 1: Systems of Linear Equations
1.1 Solving Systems of Linear Equations
1.2 Vectors and Matrices
1.3 Kernels, Rank, Homogeneous Equations
Chapter 2: Vector Spaces and Transformations
2.1 Euclidean Vector Spaces
2.2 Lines, Planes, and Hyperplanes
2.3 Linear Transformations
2.4 General Vector Spaces
Chapter 3: Matrix Operations
3.1 Matrices
3.2 Matrix Inverses
Chapter 4: Determinants
4.1 Determinants: Introduction
4.2 Determinants: Properties
Chapter 5: Vector Spaces
5.1 Column, Row, and Null Spaces
5.2 Bases and Dimension
5.3 Coördinate Systems
Chapter 6: Eigensystems
6.1 Eigenvalues and Eigenvectors
Chapter 7: Inner Product Vector Spaces
7.1 Inner Product Spaces
7.2 Orthogonality
Chapter 8: Additional Topics
8.1 Hermitian Matrices and Spectral Thm.
8.2 Matrix Factorizations and Block Matrices
8.3 Iterative Methods for Linear Equations