Klein, Philip N
Coding the Matrix: Linear Algebra through Applications to Computer Science
- ISBN 13:
- 9780615880990
- author:
- Klein, Philip N
- format:
- Paperback
- publisher:
- Newtonian Press
- language:
- English
- Publication Year:
- 2013
- Pages:
- 554
- Dimensions:
- 27.9 x 21.6 x 2.9 cm
- Genre:
- Science & Nature, Mathematics, Matrices,
- Condition:
- New
- Availability:
- Item usually sent within 7 working days
Description
Coding the Matrix: Linear Algebra Through Applications to Computer Science
This textbook introduces vectors and matrices, and the algorithms that operate on them, with a focus on applications in computer science. It's designed for students who know how to program, and uses mathematical concepts and computational problems to illustrate real-world examples.
Examples include error-correcting codes, graphics transformations, face detection, encryption, integer factoring, image processing, and more. The book includes over 200 illustrations, including xkcd comics, and a companion website with data and support code. It's structured around 11 chapters that cover key topics in linear algebra.
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