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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