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Linear Algebra

Overview of attention for book
Cover of 'Linear Algebra'

Table of Contents

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    Book Overview
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    Chapter 1 Linear Algebra in Every Day Life
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    Chapter 2 Basic Mathematical Concepts
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    Chapter 3 Algebraic Structures
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    Chapter 4 Matrices
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    Chapter 5 The Echelon Form and the Rank of Matrices
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    Chapter 6 Linear Systems of Equations
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    Chapter 7 Determinants of Matrices
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    Chapter 8 The Characteristic Polynomial and Eigenvalues of Matrices
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    Chapter 9 Vector Spaces
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    Chapter 10 Linear Maps
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    Chapter 11 Linear Forms and Bilinear Forms
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    Chapter 12 Euclidean and Unitary Vector Spaces
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    Chapter 13 Adjoints of Linear Maps
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    Chapter 14 Eigenvalues of Endomorphisms
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    Chapter 15 Polynomials and the Fundamental Theorem of Algebra
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    Chapter 16 Cyclic Subspaces, Duality and the Jordan Canonical Form
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    Chapter 17 Matrix Functions and Systems of Differential Equations
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    Chapter 18 Special Classes of Endomorphisms
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    Chapter 19 The Singular Value Decomposition
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    Chapter 20 The Kronecker Product and Linear Matrix Equations
Attention for Chapter 19: The Singular Value Decomposition
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