Transfer learning / (Record no. 54659)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02131nam a2200325 i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IN-BdCUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250103125021.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 110418s2020||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781139061773 (ebook) |
| Canceled/invalid ISBN | 9781107016903 (hardback) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | IN-BdCUP |
| Language of cataloging | eng |
| Transcribing agency | IN-BdCUP |
| Description conventions | rda |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q325.5 |
| Item number | .Y366 2020 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3/1 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Yang, Qiang |
| Relator term | Author |
| 245 #0 - TITLE STATEMENT | |
| Title | Transfer learning / |
| Statement of responsibility, etc. | Qiang Yang, Yu Zhang, Wenyuan Dai, Sinno Jialin Pan. |
| 264 ## - 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 | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xi, 379 pages) : |
| Other physical details | digital, PDF file(s). |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| 337 ## - MEDIA TYPE | |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 500 ## - GENERAL NOTE | |
| General note | Title from publisher's bibliographic system (viewed on 29 Jan 2020). |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Transfer learning deals with how systems can quickly adapt themselves to new situations, tasks and environments. It gives machine learning systems the ability to leverage auxiliary data and models to help solve target problems when there is only a small amount of data available. This makes such systems more reliable and robust, keeping the machine learning model faced with unforeseeable changes from deviating too much from expected performance. At an enterprise level, transfer learning allows knowledge to be reused so experience gained once can be repeatedly applied to the real world. For example, a pre-trained model that takes account of user privacy can be downloaded and adapted at the edge of a computer network. This self-contained, comprehensive reference text describes the standard algorithms and demonstrates how these are used in different transfer learning paradigms. It offers a solid grounding for newcomers as well as new insights for seasoned researchers and developers. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Machine learning. |
| -- | Artificial intelligence. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dai, Wenyuan, |
| Relator term | author. |
| Personal name | Pan, Sinno Jialin, |
| Relator term | author. |
| Personal name | Zhang, Yu |
| Relator term | author. |
| 776 ## - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781139061773 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Electronic Book Resource |
| Uniform Resource Identifier | <a href="https://doi.org/10.1017/9781139061773">https://doi.org/10.1017/9781139061773</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | E-Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Order Number | Cost, normal purchase price | Bill number | Total checkouts | Full call number | Barcode | Date last seen | Uniform resource identifier | Actual Cost, replacement price | Bill Date | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Ranganathan Library | Ranganathan Library | 01/01/2025 | Today & Tomorrow's Printers and Publishers | CUP/LIB/24 | 270.00 | TTPP/202/2024-25 | 6.31 | E01850 | 03/01/2025 | https://doi.org/10.1017/9781139061773 | 270.00 | 13/11/2024 | E-Book |