MARC details
| 000 -LEADER |
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| fixed length control field |
02731nam a2200397 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
1CR9781009026222 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
UkCbUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20241122144807.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
201127s2024||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781009026222 (ebook) |
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| Canceled/invalid ISBN |
9781316515662 (hardback) |
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| Canceled/invalid ISBN |
9781009012652 (paperback) |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
UkCbUP |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
UkCbUP |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA76.9.N38 |
| Item number |
S87 2024 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.35 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Surdeanu, Mihai, |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
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| Title |
Deep learning for natural language processing : |
| Remainder of title |
a gentle introduction / |
| Statement of responsibility, etc. |
Mihai Surdeanu, Marco Antonio Valenzuela-Esc©Łrcega |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cambridge : |
| Name of producer, publisher, distributor, manufacturer |
Cambridge University Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2024 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource (xviii, 325 pages) |
| 336 ## - CONTENT TYPE |
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| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
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| General note |
Title from publisher's bibliographic system (viewed on 02 Feb 2024) |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Available to OhioLINK libraries |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
Deep Learning is becoming increasingly important in a technology-dominated world. However, the building of computational models that accurately represent linguistic structures is complex, as it involves an in-depth knowledge of neural networks, and the understanding of advanced mathematical concepts such as calculus and statistics. This book makes these complexities accessible to those from a humanities and social sciences background, by providing a clear introduction to deep learning for natural language processing. It covers both theoretical and practical aspects, and assumes minimal knowledge of machine learning, explaining the theory behind natural language in an easy-to-read way. It includes pseudo code for the simpler algorithms discussed, and actual Python code for the more complicated architectures, using modern deep learning libraries such as PyTorch and Hugging Face. Providing the necessary theoretical foundation and practical tools, this book will enable readers to immediately begin building real-world, practical natural language processing systems |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Natural language processing (Computer science) |
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| Topical term or geographic name entry element |
Machine learning |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Valenzuela-Esc©Łrcega, Marco Antonio, |
| Relator term |
author |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
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| Corporate name or jurisdiction name as entry element |
Ohio Library and Information Network |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| Relationship information |
Print version: |
| International Standard Book Number |
9781316515662 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Materials specified |
Cambridge University Press |
| Public note |
Connect to resource |
| Uniform Resource Identifier |
<a href="https://www.cambridge.org/core/product/identifier/9781009026222/type/BOOK">https://www.cambridge.org/core/product/identifier/9781009026222/type/BOOK</a> |
|
|---|
| Materials specified |
Cambridge University Press |
| Public note |
Connect to resource (off-campus) |
| Uniform Resource Identifier |
<a href="https://go.ohiolink.edu/goto?url=https://www.cambridge.org/core/product/identifier/9781009026222/type/BOOK">https://go.ohiolink.edu/goto?url=https://www.cambridge.org/core/product/identifier/9781009026222/type/BOOK</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
