Applied Linear Algebra & Numerical Analysis

Prof. J. Nathan Kutz
Department of Applied Mathematics
University of Washington


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 [ view ]
  • Topic 7: Iterative Methods [ view ]
  • Topic 8: Ramdomized Linear Algebra [ view ]
  • Topic 9: Tensor Decompositions [ view ]
  • Topic 10: Over/Under-Determined Ax=b [ view ]

 

 

A GitHub Tutorial

  • Setup your own GitHub
  • Make open source codes

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