Linear algebra and learning from data

by Strang, Gilbert

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Title Statements

Full title :Linear algebra and learning from data / Gilbert Strang.

Edition Statements

Publication Date:2019

Publication Statements

Publisher(s):Wellesley Cambridge Press
Place of Publication:Wellesley, MA
Language:eng
Publication Date:2019

Notes

Comprend un index.

The Physical Object

Description:xiii, 432 pages ; : 25 cm

Edition Identifiers

ISBN:0692196382, 9780692196380
oclc:on1088218085
LC Classification:QA184.2 S897 2019
Dewey Decimal:512.5

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.

Subjects

Algebras, Linear Algebras, Linear -- Textbooks Algèbre linéaire Algèbre linéaire -- Manuels d'enseignem… Manuels d'enseignement supérieur Mathematical optimization Mathematical optimization -- Textbooks Mathematical statistics Mathematical statistics -- Textbooks Optimisation mathématique Optimisation mathématique -- Manuels d'… Statistique mathématique Statistique mathématique -- Manuels d'e… Textbooks