Introduction to Applied Linear Algebra
eBook - PDF

Introduction to Applied Linear Algebra

Vectors, Matrices, and Least Squares

Stephen Boyd,Lieven Vandenberghe

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Introduction to Applied Linear Algebra

Vectors, Matrices, and Least Squares

Stephen Boyd,Lieven Vandenberghe

Book details
Table of contents
Citations

About This Book

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 their knowledge into solving real-world problems, with lecture slides, additional computational exercises in Julia and MATLABÂź, and data sets accompanying the book online. Suitable for both one-semester and one-quarter courses, as well as self-study, this self-contained text provides beginning students with the foundation they need to progress to more advanced study.

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Information

Table of contents

  1. Cover
  2. Half-title
  3. Title page
  4. Copyright information
  5. Dedication
  6. Table of contents
  7. Preface
  8. Part I Vectors
  9. Part II Matrices
  10. Part III Least squares
  11. Appendices
  12. Index
Citation styles for Introduction to Applied Linear Algebra

APA 6 Citation

Boyd, S., & Vandenberghe, L. (2018). Introduction to Applied Linear Algebra ([edition unavailable]). Cambridge University Press. Retrieved from https://www.perlego.com/book/1399993/introduction-to-applied-linear-algebra-vectors-matrices-and-least-squares-pdf (Original work published 2018)

Chicago Citation

Boyd, Stephen, and Lieven Vandenberghe. (2018) 2018. Introduction to Applied Linear Algebra. [Edition unavailable]. Cambridge University Press. https://www.perlego.com/book/1399993/introduction-to-applied-linear-algebra-vectors-matrices-and-least-squares-pdf.

Harvard Citation

Boyd, S. and Vandenberghe, L. (2018) Introduction to Applied Linear Algebra. [edition unavailable]. Cambridge University Press. Available at: https://www.perlego.com/book/1399993/introduction-to-applied-linear-algebra-vectors-matrices-and-least-squares-pdf (Accessed: 14 October 2022).

MLA 7 Citation

Boyd, Stephen, and Lieven Vandenberghe. Introduction to Applied Linear Algebra. [edition unavailable]. Cambridge University Press, 2018. Web. 14 Oct. 2022.