Fundamental linear transforms and their matrices. Also algebra on matrices.

• More “linear transform-ology”, but that’s harder to pronounce

Geometric Transformations

Projections/Idempotent linear transforms

Rotation

Skew

Symmetric Transforms

This section goes over a class of linear transformations which results in some important geometric structure.

Symmetric matrix

Quadratic Form

Definiteness