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  • Determinants

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  • Particular types of matrices
  • Definition of trace of a matrix
  • Cofactors
  • Determinants and operations on matrices
  • Determinants axiomatically
  • The determinant of a matrix measures the area/volume of the parallelogram/parallelipiped determined by its columns.
  • The determinant of the matrix of a linear transformation is the factor by which the area/volume changes.
  • Definition of adjugate/classical adjoint of a matrix
  • A matrix is called ill-conditioned if it is nearly singular
  • The condition number of matrix measures how close it is to being singular
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Description:Added determinant as volume scaling factor
# The determinant of the matrix of a linear transformation is the factor by which the area/volume changes.

Put content here**Theorem:** The determinant of the matrix of a linear transformation $T$ is the factor by which area/volume changes under $T$. If $T$ maps region $S$ to $T(S)$, then $\text{vol}(T(S)) = |\det(A)| \cdot \text{vol}(S)$. This is the basis for the Jacobian in multivariable change of variables.

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* Determinants
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