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Analysis and Linear Algebra: The Singular Value Decomposition and Applications Other -

by James Bisgard


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  • Title Analysis and Linear Algebra: The Singular Value Decomposition and Applications
  • Author James Bisgard
  • Binding Other
  • Volumes 1
  • Language ENG
  • Publisher American Mathematical Society
  • Illustrated Yes
  • ISBN 9781470463328 / 1470463326
  • Library of Congress subjects Mathematical analysis, Algebras, Linear
  • Library of Congress Catalog Number 2020055011
  • Dewey Decimal Code 512.5
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Analysis and Linear Algebra: The Singular Value Decomposition and Applications (Student...

Analysis and Linear Algebra: The Singular Value Decomposition and Applications (Student Mathematical Library)

by James Bisgard (author)

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  • Paperback
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Paperback
ISBN 10 / ISBN 13
9781470463328 / 1470463326
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GORING BY SEA, West Sussex, United Kingdom
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Paperback. Very Good.
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Analysis and Linear Algebra: The Singular Value Decomposition and Applications

Analysis and Linear Algebra: The Singular Value Decomposition and Applications

by James Bisgard

  • New
  • Paperback
Condition
New
Binding
Paperback
ISBN 10 / ISBN 13
9781470463328 / 1470463326
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Paperback / softback. New. This book provides an elementary analytically inclined journey to a fundamental result of linear algebra: the Singular Value Decomposition (SVD). SVD is a workhorse in many applications of linear algebra to data science. Four important applications relevant to data science are considered throughout the book: determining the subspace that ""best'' approximates a given set (dimension reduction of a data set); finding the ""best'' lower rank approximation of a given matrix (compression and general approximation problems); the Moore-Penrose pseudo-inverse (relevant to solving least squares problems); and the orthogonal Procrustes problem (finding the orthogonal transformation that most closely transforms a given collection to a given configuration), as well as its orientation-preserving version. The point of view throughout is analytic. Readers are assumed to have had a rigorous introduction to sequences and continuity. These… Read More
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Analysis and Linear Algebra: The Singular Value Decomposition and Applications

by Bisgard, James

  • New
  • Paperback
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New
Binding
Paperback
ISBN 10 / ISBN 13
9781470463328 / 1470463326
Quantity Available
1
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Exeter, Devon, United Kingdom
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Amer Mathematical Society, 2021. Paperback. New. 217 pages. 9.13x8.50x0.55 inches.
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Analysis and Linear Algebra: The Singular Value Decomposition and Applications (Student Mathematical Library, 94)

by James Bisgard

  • Used
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  • Paperback
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Paperback
ISBN 10 / ISBN 13
9781470463328 / 1470463326
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paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
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