Skip to main content Accessibility help
Internet Explorer 11 is being discontinued by Microsoft in August 2021. If you have difficulties viewing the site on Internet Explorer 11 we recommend using a different browser such as Microsoft Edge, Google Chrome, Apple Safari or Mozilla Firefox.
Home
> Introduction to Applied Linear Algebra

Introduction to Applied Linear Algebra

Vectors, Matrices, and Least Squares

Authors

Stephen Boyd, Stanford University, California, Lieven Vandenberghe, University of California, Los Angeles

Description

This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and artificial intelligence, signal and image processing, tomography, navigation, control, and finance. The numerous practical exercises throughout allow students to test their understanding and translate…

  • Add bookmark
  • Cite
  • Share

Key features

  • Shows students how a few fundamental linear algebra concepts and techniques underlie a wide variety of applications
  • Provides a revolutionary new approach to teaching linear algebra methods to aspiring data scientists
  • Includes numerous practical examples and exercises, allowing students to translate their knowledge of abstract linear algebra into real-world applications

About the book

Access options

Check your access to the full version of this content by using one of the options below.

  • Institutional login

    Log in with Open Athens, Shibboleth, or your institutional credentials

    Log in
  • Personal login

    If you have previously obtained access using your personal account

    Log in
  • Already purchased an access code?

    You must be logged into your account in order to be able to activate an access code.

    Log in

If you believe you should have access to this content, please contact your institutional librarian or consult our FAQ page for further information about accessing our content.

Also available to purchase from these educational ebook suppliers

Related content

Powered by UNSILO

US