MML 13 . Practical Interpretation of SVD and Matrix Approximation
Class on Practical Interpretation of SVD and Matrix Approximation
Reference : Mathematics for Machine Learning by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong published by Cambridge University Press (freely available at https://mml - book.github.io)
0:00 Practical Interpretation of SVD
3:35 Applications of SVD
4:20 Matrix Approximation
8:42 Spectral Norm of a Matrix
9:14 Eckart - Young Theorem
12:51 Back to Movie Rating Example
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