Lecture 15: Linear Algebra Review

Vectors

Inner products

Angles

Lengths

Bases, Linear Transformations

Eigenvectors

Here is an interactive demo where you can explore the relationship between the values of a symmetric 2x2 matrix and its eigenvectors and eigenvalues.

Lecture 16: PCA and MDS