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Linear algebra and learning from data
- Author / Creator
- Available as
- Physical
Details
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- Creator
- Gilbert Strang
- Format
- Books
- Language
- English
- Publication
-
- Wellesley, MA : Wellesley-Cambridge Press, [2019]
- ©2019
- Physical Details
-
- xiii, 432 pages : illustrations ; 25 cm
- ISBNs
- 0692196382, 9780692196380
- OCLC
- on1081372892
- Includes bibliographical references and index.
- 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