Matrix Decomposition

concepts · 3 notes linked

Related: Linear Algebra · Numpy · Scikit Learn · Singular Value Decomposition · Dimensionality Reduction · Stata · Eigenvalues And Eigenvectors · Spectral Theorem

Notes

• #009 The Singular Value Decomposition(SVD) - illustrated in Python - Master Data Science — Step-by-step SVD tutorial with Python implementation and image reconstruction examples
• Symmetric matrix - Wikipedia — Square matrix equal to its transpose with real eigenvalues
• Understanding matrices intuitively, part 2, eigenvalues and eigenvectors - The Stata Blog — Geometric intuition for eigenvalues and eigenvectors via matrix transforms