Deep learning / (Record no. 57809)

MARC details
000 -LEADER
fixed length control field 01759nam\a2200301\a\4500
001 - CONTROL NUMBER
control field 57809
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260519155225.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260519t20162016maua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780262035613
Qualifying information hardcover : alk. paper
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 0262035618
Qualifying information hardcover : alk. paper
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Transcribing agency DLC
Description conventions rda
Modifying agency BD-DhIUB
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 23
Item number G6461d
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.
250 ## - EDITION STATEMENT
Edition statement England:
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc England:
Name of publisher, distributor, etc The MIT press:
Date of publication, distribution, etc 2018
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 775 pages :
Other physical details illustrations (some color) ;
Dimensions 24 cm.
490 0# - SERIES STATEMENT
Series statement Adaptive computation and machine learning
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc 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.
526 ## - STUDY PROGRAM INFORMATION NOTE
School name Library
Department Physical Science
Shelving Location Reference Stacks
541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE
Source of acquisition law
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as 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.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Serial Enumeration / chronology Total Checkouts Full call number Barcode Date last seen Copy number Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification   Not For Loan Library, Independent University, Bangladesh (IUB) Library, Independent University, Bangladesh (IUB) Reference Stacks 07/05/2026 Purchase 9745.00 2016   006.31 G6461d 029683 19/05/2026 01 19490.00 07/05/2026 Books