Deep learning (Record no. 1214)

MARC details
000 -LEADER
fixed length control field 03093nam a22002177a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20221015171228.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 211027b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262035613
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Item number GOO
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Goodfellow, Ian;
245 ## - TITLE STATEMENT
Title Deep learning
Statement of responsibility, etc. Ian Goodfellow; Yoshua Bengio; Aaron Courville
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cambridge, Massachusetts :
Name of publisher, distributor, etc. The MIT Press,
Date of publication, distribution, etc. ©2016.
300 ## - PHYSICAL DESCRIPTION
Page number xxii, 775 pages :
Other physical details illustrations (some color) ;
Dimensions 24 cm.
505 ## - FORMATTED CONTENTS NOTE
Title Applied math and machine learning basics. Linear algebra --<br/>
-- Probability and information theory --<br/>
-- Numerical computation --<br/>
-- Machine learning basics --<br/>
-- Deep networks: modern practices. Deep feedforward networks --<br/>
-- Regularization for deep learning --<br/>
-- Optimization for training deep models --<br/>
-- Convolutional networks --<br/>
-- Sequence modeling: recurrent and recursive nets --<br/>
-- Practical methodology --<br/>
-- Applications --<br/>
-- Deep learning research. Linear factor models --<br/>
-- Autoencoders --<br/>
-- Representation learning --<br/>
-- Structured probabilistic models for deep learning --<br/>
-- Monte Carlo methods --<br/>
-- Confronting the partition function --<br/>
-- Approximate inference --<br/>
-- Deep generative models.
520 ## - SUMMARY, ETC.
Summary, etc. Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and video games. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Bengio, Yoshua
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Courville, Aaron
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://archive.org/details/deeplearning0000good/page/n9/mode/2up">https://archive.org/details/deeplearning0000good/page/n9/mode/2up</a>
Link text Ebooks
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 4271
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7956
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7957
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7958
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7959
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7960
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7961
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7962
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7963
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7964
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7965
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7966
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7967
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7968
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7969
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7970
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7971
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7972
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7973
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7974
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7975
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7976
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7977
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7978
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7979
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7980
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7981
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7982
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 7983
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 8291
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
-- 8292
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Inventory number Total Checkouts Total Renewals Full call number Barcode Date last seen Date last checked out Cost, replacement price Price effective from Koha item type Cost, normal purchase price Currency Checked out
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool General Stacks 27.10.2021   S1/10/21-22/0011 14 10 006.31 GOO 0003771 19.12.2024 19.12.2024 3822.00 27.10.2021 Books      
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006938 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006939 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006940 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006941 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006942 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006943 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006944 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006945 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006946 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006947 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006948 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006949 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006950 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006951 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006952 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006953 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006954 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006955 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006956 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006957 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024 2 1 006.31 GOO 0006958 21.11.2024 21.11.2024 85.00 30.09.2024 Books 85.00 USD 20.01.2025
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024 1   006.31 GOO 0006959 06.12.2024 11.11.2024 85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006960 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006961 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024 1   006.31 GOO 0006962 21.11.2024 04.11.2024 85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024 1 1 006.31 GOO 0006963 18.11.2024 18.11.2024 85.00 30.09.2024 Books 85.00 USD 24.01.2025
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006964 30.09.2024   85.00 30.09.2024 Books 85.00 USD  
    Dewey Decimal Classification   Not For Loan Reference IIITDM Kurnool IIITDM Kurnool Reference 30.09.2024 New India Book Agency 5395 dt 31-8-2024     006.31 GOO 0006965 30.09.2024   85.00 30.09.2024 Reference 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 06.12.2024 New India Book Agency 5462 dt 4/10/2024     006.31 GOO 0007176 06.12.2024   85.00 06.12.2024 Books 85.00 USD  
    Dewey Decimal Classification     Non-fiction IIITDM Kurnool IIITDM Kurnool COMPUTER SCIENCE ENGINEERING 06.12.2024 New India Book Agency 5462 dt 4/10/2024     006.31 GOO 0007177 06.12.2024   85.00 06.12.2024 Books 85.00 USD  
LIBRARY HOURS
Mon - Sat : 9:00 AM - 5.30 PM
Library will remain closed on public holidays
Contact Us

Librarian
Central Libray
Indian Institute of Information Technology Design and Manufacturing Kurnool
Andhra Pradesh - 518 007

Library Email ID: library@iiitk.ac.in

Copyright @ Central Library | IIITDM Kurnool

Powered by Koha