Deep learning / (Record no. 7659)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02135cam a2200373 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 19134018 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-ChPU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250114103401.0 |
| 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 (hardcover : alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0262035618 (hardcover : alk. paper) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Transcribing agency | DLC |
| Description conventions | rda |
| Modifying agency | DLC |
| -- | BD-ChPU |
| 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 | 006.3/1 G651d 2017 |
| Edition number | 23 |
| 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 | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Massachusetts : |
| Name of publisher, distributor, etc | The MIT Press, |
| Date of publication, distribution, etc | 2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 785 pages : |
| Other physical details | illustrations ; |
| 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 | |
| Program name | Computer Science & Engineering |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning. |
| 9 (RLIN) | 3635 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Applied math and machine learning basics |
| Form subdivision | Probability and information theory |
| -- | Machine learning basics |
| General subdivision | Linear algebra. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Deep networks : modern practices. Deep feedforward networks |
| 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. |
| 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 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Premier University Faculty of Engineering Library | Premier University Faculty of Engineering Library | 21/10/2024 | Purchase | 006.3/1 G651d 2017 | 28602 | 20/11/2024 | 1 | 20/11/2024 | Books | |||||
| Dewey Decimal Classification | Premier University Faculty of Engineering Library | Premier University Faculty of Engineering Library | 21/10/2024 | Purchase | 006.3/1 G651d 2017 | 28603 | 20/11/2024 | 2 | 20/11/2024 | Books | |||||
| Dewey Decimal Classification | Premier University Faculty of Engineering Library | Premier University Faculty of Engineering Library | 21/10/2024 | Purchase | 006.3/1 G651d 2017 | 28604 | 20/11/2024 | 3 | 20/11/2024 | Books | |||||
| Dewey Decimal Classification | Premier University Faculty of Engineering Library | Premier University Faculty of Engineering Library | 21/10/2024 | Purchase | 006.3/1 G651d 2017 | 28605 | 20/11/2024 | 4 | 20/11/2024 | Books | |||||
| Dewey Decimal Classification | Premier University Faculty of Engineering Library | Premier University Faculty of Engineering Library | 21/10/2024 | Purchase | 006.3/1 G651d 2017 | 28606 | 20/11/2024 | 5 | 20/11/2024 | Books |