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Linear Algebra

12 Modules · 66 Lessons

Recommended resources

Module 2

Matrices and Matrix Operations

Module 4

Matrix Inverses and Determinants

Module 5

Vector Spaces and Subspaces

Module 6

Basis, Dimension, and Fundamental Subspaces

Module 7

Linear Transformations

Module 8

Orthogonality and Projections

Module 9

Eigenvalues and Eigenvectors

Module 10

Diagonalization and Symmetric Matrices

Module 11

Singular Value Decomposition (SVD)

Module 12

Application: Principal Component Analysis (PCA)