advanced-linear-algebra
Singular values and singular vectors
taught
sigma_i, u_i, v_i named and characterized on their own terms -- sigma_i is the i-th largest stretch factor A applies to ANY unit vector, achieved exactly at v_i.
Taught in
-
Singular values and singular vectors
Advanced Linear Algebra
Requires
- the-svd-statement-and-existence required
Required by
- Computing the SVD numerically required
- SVD geometry: rotate, stretch, rotate required
Local knowledge map
Local knowledge map
Click to expand
Solid arrows are required prerequisites; dashed are recommended or helpful. Lower rows are more foundational. Click any box to jump to that concept.