Applied Linear Algebra: Matrix Decompositions Share: Download MP3 Similar Tracks Applied Linear Algebra: Solvability & Regularization Nathan Kutz Applied Linear Algebra: Randomized Linear Algebra Nathan Kutz 1. The Geometry of Linear Equations MIT OpenCourseWare Visualize Spectral Decomposition | SEE Matrix, Chapter 2 Visual Kernel Lecture: Principal Componenet Analysis (PCA) AMATH 301 Applied Linear Algebra GMRES Nathan Kutz Applied Linear Algebra: Gaussian Elimination & LU Nathan Kutz 12. Computing Eigenvalues and Singular Values MIT OpenCourseWare Dynamic Mode Decomposition Code Nathan Kutz Applied Linear Algebra: QR & Householder Nathan Kutz Applied Linear Algebra: Implementing Tensor Decompositions Nathan Kutz Rec 1 | MIT 18.085 Computational Science and Engineering I, Fall 2008 MIT OpenCourseWare Eigenvectors and eigenvalues | Chapter 14, Essence of linear algebra 3Blue1Brown 30. Linear Transformations and Their Matrices MIT OpenCourseWare Dynamic Mode Decomposition (Theory) Nathan Kutz 17. Orthogonal Matrices and Gram-Schmidt MIT OpenCourseWare Applied Linear Algebra: QR Decomposition Nathan Kutz Lecture: The Singular Value Decomposition (SVD) AMATH 301 8. Solving Ax = b: Row Reduced Form R MIT OpenCourseWare Eigenfunction expansions Nathan Kutz
