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Tag: linear-algebra
8 items with this tag.
Sep 12, 2026
M.1 Linear Algebra & Matrices
foundations
linear-algebra
matrices-decompositions
svd
index-hub
Sep 12, 2026
M.1.1 Linear Algebra from Zero
foundations
linear-algebra
intuition
eigen-decomposition
Sep 12, 2026
M.1.2 Vector Spaces, Matrices & the Geometry of Returns
foundations
linear-algebra
vector-spaces
linear-independence
gram-schmidt
Sep 12, 2026
M.1.3 Linear Systems & Matrix Decompositions (LU, Cholesky)
foundations
linear-algebra
gaussian-elimination
cholesky
lu-decomposition
Sep 12, 2026
M.1.4 Eigenvalues & Covariance
foundations
linear-algebra
spectral-theorem
covariance
positive-semidefinite
jacobi
Sep 12, 2026
M.1.5 SVD, PCA & Linear Regression
foundations
linear-algebra
svd
pca
least-squares
ridge
Sep 12, 2026
M.1.6 Advanced Extensions
foundations
linear-algebra
random-matrix-theory
marchenko-pastur
condition-number
ill-conditioning
Sep 12, 2026
M.8.5 Numerical Linear Algebra
foundations
numerical-methods
linear-algebra
eigenvalues
conditioning