Linear algebra and learning from data

상세정보

자료유형	단행본
서명/저자사항	Linear algebra and learning from data / Gilbert Strang.
개인저자	Strang, Gilbert, author.
발행사항	Wellesley, MA: Wellesley-Cambridge Press, 2019.
형태사항	xiii, 432 p. : ill. ; 25 cm.
ISBN	9780692196380 : 0692196382
서지주기	Includes bibliographical references and index.
내용주기	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.
일반주제명	Algebras, Linear --Textbooks. Mathematical optimization --Textbooks. Mathematical statistics --Textbooks. Algebras, Linear. Lineaire algebra
분류기호(DDC)	512.5
언어	영어