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Topic outline

  • Computational Linear Algebra

    • Topic Modelling with SVD & NMF Page
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    • Review, New Perspective on NMF, & Randomized SVD Page
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    • Randomized SVD & Robust PCA Page
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    • Robust PCA & LU Factorization Page
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    • Block Matrix Mult, Broadcasting, & Sparse Storage Page
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    • Compressed Sensing for CT Scans Page
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    • Numba, Polynomial Features, How to Implement Linea Page
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    • PageRank with Eigen Decompositions
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    • QR Algorithm to find Eigenvalues, Implementing QR Page
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