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Deep learning / (Record no. 2581)

MARC details
000 -LEADER
fixed length control field	02063cam a2200409 i 4500
001 - CONTROL NUMBER
control field	19134018
003 - CONTROL NUMBER IDENTIFIER
control field	OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20260529191225.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	160613t20162016maua b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number	2016022992
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9780262035613
Qualifying information	hardcover : alk. paper
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	0262035618
Qualifying information	hardcover : alk. paper
035 ## - SYSTEM CONTROL NUMBER
System control number	19134018
040 ## - CATALOGING SOURCE
Original cataloging agency	DLC
Language of cataloging	eng
Transcribing agency	DLC
Description conventions	rda
Modifying agency	DLC
042 ## - AUTHENTICATION CODE
Authentication code	pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	Q325.5
Item number	.G66 2016
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	006.31 GOO
Edition number	23
092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC)
Edition number	0
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Goodfellow, Ian,
Relator term	author.
245 10 - TITLE STATEMENT
Title	Deep learning /
Statement of responsibility, etc.	Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Cambridge, Massachusetts :
Name of producer, publisher, distributor, manufacturer	The MIT Press,
Date of production, publication, distribution, manufacture, or copyright notice	[2016]
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice	©2016
300 ## - PHYSICAL DESCRIPTION
Extent	xxii, 781 pages :
Other physical details	illustrations (some color) ;
Dimensions	28 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
490 0# - SERIES STATEMENT
Series statement	Adaptive computation and machine learning
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note	Includes bibliographical references (pages 711-766) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Machine learning,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Bengio, Yoshua,
Relator term	author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Courville, Aaron,
Relator term	author.
887 ## - NON-MARC INFORMATION FIELD
Source of data	CamTech Library.
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	Dewey Decimal Classification
Koha item type	Books
Suppress in OPAC	No

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Damaged status	Not for loan	Home library	Current library	Shelving location	Date acquired	Total Checkouts	Full call number	Barcode	Date last seen	Copy number	Price effective from	Koha item type
		Dewey Decimal Classification			CamTech Library	CamTech Library	General Collections	05/29/2026		006.31 GOO	0000003084	07/27/2026	C.1	05/29/2026	Books