عنوان
پدید آورنده
موضوع
رده
QA184.2 .S773 2019
QA184
.
2
.
S773
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9780692196380
NATIONAL BIBLIOGRAPHY NUMBER
Number
E2817
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Linear algebra and learning from data
General Material Designation
[Electronic book]
First Statement of Responsibility
/ Gilbert Strang.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Wellesley, MA
Name of Publisher, Distributor, etc.
: Wellesley-Cambridge Press
Date of Publication, Distribution, etc.
, 2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiii, 432 p.
Other Physical Details
: ill
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
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.
0
TOPICAL NAME USED AS SUBJECT
Entry Element
Algebras, Linear
Entry Element
Mathematical statistics
Form Subdivision
-- Textbooks
Topical Subdivision
-- Textbooks
a04
a07
Mathematical optimization -- Textbooks.
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA184
.
2
Book number
.
S773
2019
PERSONAL NAME - PRIMARY RESPONSIBILITY
Strang, Gilbert
ORIGINATING SOURCE
Country
ایران
Agency
University of Tehran. Library of College of Science
Date of Transaction
20220220
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
UT_SCI_BL_DB_1003075_0001.pdf
e
BL
278840
1
a
