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Paperback. Very Good.
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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 Mathematical Library)
by James Bisgard (author)
- Used
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- Used - Very Good
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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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Analysis and Linear Algebra: The Singular Value Decomposition and Applications
by James Bisgard
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- Paperback
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- 9781470463328 / 1470463326
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Southport, Merseyside, United Kingdom
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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…
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Analysis and Linear Algebra: The Singular Value Decomposition and Applications
by Bisgard, James
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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
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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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