Fundamentals of deep learning : (Record no. 57803)

MARC details
000 -LEADER
fixed length control field 02412nam\a2200385\a\4500
001 - CONTROL NUMBER
control field 57803
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20260517150221.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 260517s2022 caua b 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781492082187
Qualifying information paperback
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9789355420121
Qualifying information paperback
040 ## - CATALOGING SOURCE
Original cataloging agency UKMGB
Language of cataloging eng
Description conventions rda
Transcribing agency UKMGB
Modifying agency UKMGB
-- OCLCF
-- BD-DhIUB
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 23
Item number B9279f
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Buduma, Nithin,
Relator term author.
245 10 - TITLE STATEMENT
Title Fundamentals of deep learning :
Remainder of title designing next-generation machine intelligence algorithms /
Statement of responsibility, etc Nithin Buduma, Nikhil Buduma, and Joe Papa ; with contributions by Nicholas Locascio.
250 ## - EDITION STATEMENT
Edition statement Second edition.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delhi:
Name of publisher, distributor, etc Shroff Publishers and Distributors Pvt.Ltd.,
Date of publication, distribution, etc 2022
300 ## - PHYSICAL DESCRIPTION
Extent xiii, 372 pages :
Other physical details illustrations ;
Dimensions 24 cm
500 ## - GENERAL NOTE
General note Previous edition: published as by Nikhil Buduma with contributions by Nicholas Locascio. 2017.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Fundamentals of linear algebra for deep learning -- Fundamentals of probability -- The neural network -- Training feed-forward neural networks -- Implementing neural networks in PyTorch -- Beyond gradient descent -- Convolutional neural networks -- Embedding and representation learning -- Models for sequence analysis -- Generative models -- Methods in interpretability -- Memory augmented neural networks -- Deep reinforcement learning.
520 ## - SUMMARY, ETC.
Summary, etc We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine learning and mathematics. The updated second edition of this book describes the intuition behind these innovations without jargon or complexity.
526 ## - STUDY PROGRAM INFORMATION NOTE
School name School of engineering, Technology &Sciences
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 Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
Source of heading or term fast
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
Source of heading or term fast
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
Source of heading or term fast
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Buduma, Nikhil,
Relator term author.
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Papa Joe,
Relator term author.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Locascio, Nicholas.
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 Cost, replacement price Price effective from Koha item type Copy number
    Dewey Decimal Classification   Not For Loan Library, Independent University, Bangladesh (IUB) Library, Independent University, Bangladesh (IUB) Reference Stacks 07/05/2026 Purchase 2449.00 2022   006.31 B9279f 029690 17/05/2026 4898.00 07/05/2026 Books  
    Dewey Decimal Classification   Not For Loan Library, Independent University, Bangladesh (IUB) Library, Independent University, Bangladesh (IUB) Reference Stacks 07/05/2026 Purchase 2449.00 2022   006.31 B9279f 029691 17/05/2026 4898.00 07/05/2026 Books 02