<linear_algebra>

Linear Algebra

1.1 — Vectors

Date: 2026-02-20 | Block: 1 — Linear Algebra

1.2 — Linear Combinations, Span & Linear Independence

Date: 2026-02-21 | Block: 1 — Linear Algebra

1.3 — Matrices as Transformations

Date: 2026-02-22 | Block: 1 — Linear Algebra

1.4 — Matrix Multiplication: Composition of Transformations

Date: 2026-02-27 | Block: 1 — Linear Algebra

1.5 — Rank, Column Space & Null Space

Date: 2026-02-27 | Block: 1 — Linear Algebra

1.6 — Determinants: Geometric Meaning

Date: 2026-03-01 | Block: 1 — Linear Algebra

1.7 — Inverse Matrices and When They Exist

Date: 2026-03-01 | Block: 1 — Linear Algebra

1.8 — Dot Product, Norms & Distance Metrics

Date: 2026-03-01 | Block: 1 — Linear Algebra

1.9 — Projections and Orthogonality

Date: 2026-03-02 | Block: 1 — Linear Algebra

1.10 — Eigenvalues & Eigenvectors

Date: 2026-03-02 | Block: 1 — Linear Algebra

1.11 — Eigendecomposition & Diagonalization

Date: 2026-03-02 | Block: 1 — Linear Algebra

1.12 — Singular Value Decomposition (SVD)

Date: 2026-03-02 | Block: 1 — Linear Algebra

1.13 — PCA Derived from SVD

Date: 2026-03-02 | Block: 1 — Linear Algebra