Topics Covered

  • Topic 1: Matrix Decompositions [ view ]
  • Topic 2: Singular Value Decomposition [ view ]
  • Topic 3: QR— Decomposition [ view ]
  • Topic 4: Conditioning and Stability [ view ]
  • Topic 5: Solving Ax=b [ view ]
  • Topic 6: Eigenvalue Decompositions
  • Topic 7: Iterative Methods
  • Topic 8: Ramdomized Linear Algebra
  • Topic 9: Tensor Decompositions