Data-driven science and engineering : (Record no. 10296)

000 -LEADER
fixed length control field 02023cam a22003618i 4500
001 - CONTROL NUMBER
control field 20552686
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20210518113515.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180622s2019 enk b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2018029888
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781108422093 (hardback : alk. paper)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA330
Item number .B78 2019
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 8870
Edition number 23
Item number TA 330 .B78 2019
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Brunton, Steven L.
Fuller form of name (Steven Lee),
Dates associated with a name 1984-
Relator term author.
245 10 - TITLE STATEMENT
Title Data-driven science and engineering :
Remainder of title machine learning, dynamical systems, and control /
Statement of responsibility, etc. Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington.
263 ## - PROJECTED PUBLICATION DATE
Projected publication date 1809
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cambridge :
Name of producer, publisher, distributor, manufacturer Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2019.
300 ## - PHYSICAL DESCRIPTION
Extent pages cm
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc. "Data-driven discovery is revolutionizing the modelling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modelling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art"--
Assigning source Provided by publisher.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Science
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical analysis.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kutz, Jose Nathan,
Relator term author.
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c orignew
d 1
e ecip
f 20
g y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Books
Holdings
Withdrawn status Source of classification or shelving scheme Price effective from Koha item type Lost status Date last seen Current Location Barcode Damaged status Permanent Location Full call number Date acquired Not for loan
  2021-05-18Books 2021-05-18Epoka University Library8870 Epoka University Library TA 330 .B78 20192021-05-18 
  2021-05-18Books 2021-05-18Epoka University Library8871 Epoka University Library TA 330 .B78 20192021-05-18 
  2021-05-18Books 2021-05-18Epoka University Library8872 Epoka University Library TA 330 .B78 20192021-05-18 

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