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3. Linear Algebra¶

Contents:

  • 3.1. Introduction
    • 3.1.1. References
  • 3.2. Hitch hiker’s guide
    • 3.2.1. Defining a vector space
  • 3.3. Linear Equations
  • 3.4. Vector Spaces
    • 3.4.1. Vector Spaces
    • 3.4.2. Subspaces
    • 3.4.3. Bases and dimensions
    • 3.4.4. Coordinates
    • 3.4.5. Summary of row-equivalence
    • 3.4.6. Computations concerning subspaces
  • 3.5. Linear Transformations
  • 3.6. Polynomials
  • 3.7. Determinants
  • 3.8. Elementary Canonical Forms
  • 3.9. Rational Jordan Forms
  • 3.10. Inner Product Spaces
  • 3.11. Operators on Inner Product Spaces
  • 3.12. Bilinear Forms
  • 3.13. Explorations

Table of Contents

  • 1. General Topics
  • 2. Algebra
  • 3. Linear Algebra
    • 3.1. Introduction
    • 3.2. Hitch hiker’s guide
    • 3.3. Linear Equations
    • 3.4. Vector Spaces
    • 3.5. Linear Transformations
    • 3.6. Polynomials
    • 3.7. Determinants
    • 3.8. Elementary Canonical Forms
    • 3.9. Rational Jordan Forms
    • 3.10. Inner Product Spaces
    • 3.11. Operators on Inner Product Spaces
    • 3.12. Bilinear Forms
    • 3.13. Explorations
  • 4. Matrix Algebra
  • 5. Polynomials
  • 6. Numerical Linear Algebra
  • 7. Group Theory
  • 8. Probability and Statistics
  • 9. Topology
  • 10. Geometry
  • 11. Appendix

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