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Author Strang, Gilbert, author.

Title Linear algebra and learning from data / Gilbert Strang.

Publication Info. Wellesley, MA : Wellesley-Cambridge Press, [2019]
©2019
Bookmark link: https://library.naperville-lib.org:444/record=b1985402~S1
Location Call No. Status
 Nichols Adult Nonfiction  512.5 STR    DUE 04-30-24
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Description xiii, 432 pages : illustrations ; 25 cm
Bibliography Includes bibliographical references and index.
Contents Deep learning and neural nets -- Preface and acknowledgements -- Part I: Highlights of linear algebra -- Part II: Computations with large matrices -- Part III: Low rank and compressed sensing -- Part IV: Special matrices -- Part V: Probability and statistics -- Part IV: Optimization -- Part VII: Learning from data -- Books on machine learning -- Eigenvalues and singular values : rank one -- Codes and algorithms for numerical linear algebra -- Counting parameters in the basic factorizations -- Index of authors -- Index -- Index of symbols.
Subject Algebras, Linear -- Textbooks.
Mathematical optimization -- Textbooks.
Mathematical statistics -- Textbooks.
Genre Textbooks.
ISBN 9780692196380
0692196382
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