Visual Linear Algebra

First principles and Python

Rajesh Ranjan Mahapatra

See what a matrix does. Follow the geometry into the algebra. Then test the idea in code.

This book is being prepared for publication on Kindle. The free online edition and downloads have been withdrawn in the meantime.

© 2026 Rajesh Ranjan Mahapatra. All rights reserved.

Cover of Visual Linear Algebra