Introduction

The following lecture slides follow the organization of the textbook.

Textbook slides

The slides below contain additional material mostly not in the textbook slides above.

Clustering image colors

k-means visualizer

Audio signals

Ballistics (code)

Population dynamics example (code)

Electrical circuit analysis

Regression (code)

Document analysis

Handwritten digit classification

Image processing

Portfolio optimization (code)

Linear quadratic control (code) (demo)

Steganography

Time series

Tomography (book) (tomography visualizer)

Review

You should read our warning about crimes against matrices.