Linear Algebra: Foundations to Frontiers (M.E. Myers, et al)

 
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Linear Algebra: Foundations to Frontiers (M.E. Myers, et al)

For mathematicians, engineers, scientists, and anybody dealing with massive datasets, Linear Algebra: Foundations to Frontiers (LAFF) is brimming with difficult, rewarding content.

You will learn everything that is typically covered in undergraduate linear algebra courses around the world in this course, but thanks to our special teaching approach, you will also learn more! Professor Robert van de Geijn, a specialist in high-performance linear algebra libraries, offered an introductory linear algebra course at The University of Texas at Austin that served as the basis for the development of LAFF.

You will learn about Vector and Matrix Operations, Linear Transformations, Solving Systems of Equations, Vector Spaces, Linear Least-Squares, Eigenvalues, and Eigenvectors through brief videos, exercises, visualizations, and programming assignments. Additionally, you will see some of the most recent work on the creation of linear algebra libraries, which are crucial to computational science.

  • It's visual.
  • It connects hand calculations, mathematical abstractions, and computer programming.
  • It illustrates the development of mathematical theory.
  • It's applicable.

Ebook Details

About the Authors
  • Professor of Computer Science Robert van de Geijn at The University of Texas at Austin
  • Maggie Myers is a lecturer at The University of Texas at Austin's Department of Statistics and Data Sciences.
License(s)
CC BY-SA 2.5
eBook Format
PDF files (over 1,200 pages) and Videos (over 300)
Language
English

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