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Linear Algebra for Team-Based Inquiry Learning:
Legacy Edition
Steven Clontz, Drew Lewis
Contents
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Contents
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Front Matter
Learning Outcomes
Slideshow
1
Systems of Linear Equations (E)
Linear Systems, Vector Equations, and Augmented Matrices (E1)
Row Reduction of Matrices (E2)
Solving Linear Systems (E3)
2
Vector Spaces (V)
Vector Spaces (V1)
Linear Combinations (V2)
Spanning Sets (V3)
Subspaces (V4)
Linear Independence (V5)
Identifying a Basis (V6)
Subspace Basis and Dimension (V7)
Polynomial and Matrix Spaces (V8)
Homogeneous Linear Systems (V9)
3
Algebraic Properties of Linear Maps (A)
Linear Transformations (A1)
Standard Matrices (A2)
Image and Kernel (A3)
Injective and Surjective Linear Maps (A4)
4
Matrices (M)
Matrices and Multiplication (M1)
Row Operations as Matrix Multiplication (M2)
The Inverse of a Matrix (M3)
Invertible Matrices (M4)
5
Geometric Properties of Linear Maps (G)
Row Operations and Determinants (G1)
Computing Determinants (G2)
Eigenvalues and Characteristic Polynomials (G3)
Eigenvectors and Eigenspaces (G4)
Back Matter
A
Applications
Geology: Phases and Components
Computer Science: PageRank
Civil Engineering: Trusses and Struts
B
Appendix
Sample Exercises with Solutions
Definitions
Colophon
Authored in PreTeXt
🔗
Section
B.2
Definitions
1.1
Linear Systems, Vector Equations, and Augmented Matrices (E1)
Definition 1.1.1
Definition 1.1.3
Definition 1.1.6
Definition 1.1.13
1.2
Row Reduction of Matrices (E2)
Definition 1.2.1
Definition 1.2.3
Definition 1.2.6
1.3
Solving Linear Systems (E3)
Definition 1.3.7
2.1
Vector Spaces (V1)
Definition 2.1.3
2.2
Linear Combinations (V2)
Definition 2.2.1
Definition 2.2.2
2.4
Subspaces (V4)
Definition 2.4.1
2.5
Linear Independence (V5)
Definition 2.5.2
2.6
Identifying a Basis (V6)
Definition 2.6.1
2.7
Subspace Basis and Dimension (V7)
Definition 2.7.11
2.9
Homogeneous Linear Systems (V9)
Definition 2.9.1
3.1
Linear Transformations (A1)
Definition 3.1.1
Definition 3.1.2
3.2
Standard Matrices (A2)
Definition 3.2.7
3.3
Image and Kernel (A3)
Definition 3.3.1
Definition 3.3.7
3.4
Injective and Surjective Linear Maps (A4)
Definition 3.4.1
Definition 3.4.5
4.1
Matrices and Multiplication (M1)
Definition 4.1.6
4.2
Row Operations as Matrix Multiplication (M2)
Definition 4.2.2
4.3
The Inverse of a Matrix (M3)
Definition 4.3.3
5.1
Row Operations and Determinants (G1)
Definition 5.1.19
5.3
Eigenvalues and Characteristic Polynomials (G3)
Definition 5.3.5
Definition 5.3.9
5.4
Eigenvectors and Eigenspaces (G4)
Definition 5.4.2
A.1
Geology: Phases and Components
Definition A.1.1
A.3
Civil Engineering: Trusses and Struts
Definition A.3.1