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  • The solutions to a nonhomogeneous system are given by a particular solution plus the solutions to the homogeneous system.
  • The span of a set of vectors is a subspace
  • The spectral theorem for symmetric matrices
  • The standard inner product of a vector with itself is 0 only for the 0 vector
  • The standard inner product of a vector with itself is non-negative
  • The standard inner product on C^n can be written as the product of a vector and the adjoint of a vector.
  • The standard inner product on C^n commutes/anticommutes with scalar multiplication.
  • The standard inner product on C^n is anticommutative.
  • The standard inner product on R^n can be written as the product of a vector and the transpose of a vector.
  • The standard inner product on R^n commutes with (real) scalar multiplication.
  • The standard inner product on R^n is commutative.
  • The standard inner product on R^n (or C^n) distributes over addition.
  • The standard/natural basis of R^n (or C^n) is a basis.
  • The sum of linear transformations is a linear transformation
  • The sum of subspaces is a subspace
  • The the image of a spanning set is a spanning set for the range space
  • The transpose of a product of matrices is the product of the transposes in reverse order.
  • The transpose of a sum of matrices is the sum of the transposes.
  • The triangle inequality
  • The union of bases from independent subspaces is a basis for the space.
  • TODO: Linear Algebra Content Progress
  • Transpose and adjoint
  • Transpose commutes with scalar multiplication.
  • Triangular matrices
  • Two matrices of the same size are equivalent if and only if they have the same rank.
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