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Linear Algebra: Foundations to Frontiers
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  • Title Linear Algebra: Foundations to Frontiers
  • Author(s) M.E. Myers, P.M. van de Geijn, R.A. van de Geijn
  • Publisher: ulaff.net and University of Texas
  • License(s): CC BY-SA 2.5
  • Paperback N/A
  • eBook PDF files (over 1,200 pages) and Videos (over 300)
  • Language: English
  • ISBN-10: N/A
  • ISBN-13: N/A
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Book Description

Linear Algebra: Foundations to Frontiers (LAFF) is packed full of challenging, rewarding material that is essential for mathematicians, engineers, scientists, and anyone working with large datasets.

In this course, you will learn all the standard topics that are taught in typical undergraduate linear algebra courses all over the world, but using our unique method, you'll also get more! LAFF was developed following the syllabus of an introductory linear algebra course at The University of Texas at Austin taught by Professor Robert van de Geijn, an expert on high performance linear algebra libraries.

Through short videos, exercises, visualizations, and programming assignments, you will study Vector and Matrix Operations, Linear Transformations, Solving Systems of Equations, Vector Spaces, Linear Least-Squares, and Eigenvalues and Eigenvectors. In addition, you will get a glimpse of cutting edge research on the development of linear algebra libraries, which are used throughout computational science.

  • It's visual.
  • It connects hand calculations, mathematical abstractions, and computer programming.
  • It illustrates the development of mathematical theory.
  • It's applicable.
About the Authors
  • Robert van de Geijn Professor of Computer Science at The University of Texas at Austin
  • Maggie Myers Lecturer, Department of Statistics and Data Sciences at The University of Texas at Austin
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