Federated AI for real-world business scenarios:
"This book provides a holistic overview of all aspects of federated learning, which allows creation of real-world applications in contexts where data is dispersed in many different locations. It covers all stages in the creation and use of AI based applications, covering distributed federation,...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
[2021]
|
| Ausgabe: | First edition |
| Schlagworte: | |
| Online-Zugang: | UPA01 Volltext |
| Zusammenfassung: | "This book provides a holistic overview of all aspects of federated learning, which allows creation of real-world applications in contexts where data is dispersed in many different locations. It covers all stages in the creation and use of AI based applications, covering distributed federation, distributed inference and acting on those results. It includes real-world examples of solutions that have been built using federated learning and discusses how to do federation across a wide variety of machine learning approaches"-- |
| Beschreibung: | 1 Online-Ressource (xii, 205 Seiten) Illustrationen |
| ISBN: | 9781003027171 |
| DOI: | 10.1201/9781003027171 |
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| 264 | 1 | |a Boca Raton ; London ; New York |b CRC Press |c [2021] | |
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Datensatz im Suchindex
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T23:34:25Z |
| indexdate | 2024-07-10T10:11:45Z |
| institution | BVB |
| isbn | 9781003027171 |
| language | English |
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| physical | 1 Online-Ressource (xii, 205 Seiten) Illustrationen |
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| spelling | Verma, Dinesh C. 1965- Verfasser (DE-588)173623816 aut Federated AI for real-world business scenarios Dinesh C. Verma (IBM Fellow and Department Group Manager, Distributed AI, IBM TJ Watson Research Center, Yorktown Heights, NY, USA) First edition Boca Raton ; London ; New York CRC Press [2021] © 2021 1 Online-Ressource (xii, 205 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier "This book provides a holistic overview of all aspects of federated learning, which allows creation of real-world applications in contexts where data is dispersed in many different locations. It covers all stages in the creation and use of AI based applications, covering distributed federation, distributed inference and acting on those results. It includes real-world examples of solutions that have been built using federated learning and discusses how to do federation across a wide variety of machine learning approaches"-- Unterricht (DE-588)4062005-0 gnd rswk-swf Teamwork (DE-588)4126974-3 gnd rswk-swf Realitätsbezug (DE-588)4177138-2 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Team learning approach in education Machine learning Artificial intelligence Künstliche Intelligenz (DE-588)4033447-8 s Maschinelles Lernen (DE-588)4193754-5 s Unterricht (DE-588)4062005-0 s Teamwork (DE-588)4126974-3 s Realitätsbezug (DE-588)4177138-2 s DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-367-86157-5 Erscheint auch als Druck-Ausgabe, Paperback 978-1-032-04935-9 https://doi.org/10.1201/9781003027171 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Verma, Dinesh C. 1965- Federated AI for real-world business scenarios Unterricht (DE-588)4062005-0 gnd Teamwork (DE-588)4126974-3 gnd Realitätsbezug (DE-588)4177138-2 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4062005-0 (DE-588)4126974-3 (DE-588)4177138-2 (DE-588)4033447-8 (DE-588)4193754-5 |
| title | Federated AI for real-world business scenarios |
| title_auth | Federated AI for real-world business scenarios |
| title_exact_search | Federated AI for real-world business scenarios |
| title_exact_search_txtP | Federated AI for real-world business scenarios |
| title_full | Federated AI for real-world business scenarios Dinesh C. Verma (IBM Fellow and Department Group Manager, Distributed AI, IBM TJ Watson Research Center, Yorktown Heights, NY, USA) |
| title_fullStr | Federated AI for real-world business scenarios Dinesh C. Verma (IBM Fellow and Department Group Manager, Distributed AI, IBM TJ Watson Research Center, Yorktown Heights, NY, USA) |
| title_full_unstemmed | Federated AI for real-world business scenarios Dinesh C. Verma (IBM Fellow and Department Group Manager, Distributed AI, IBM TJ Watson Research Center, Yorktown Heights, NY, USA) |
| title_short | Federated AI for real-world business scenarios |
| title_sort | federated ai for real world business scenarios |
| topic | Unterricht (DE-588)4062005-0 gnd Teamwork (DE-588)4126974-3 gnd Realitätsbezug (DE-588)4177138-2 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Unterricht Teamwork Realitätsbezug Künstliche Intelligenz Maschinelles Lernen |
| url | https://doi.org/10.1201/9781003027171 |
| work_keys_str_mv | AT vermadineshc federatedaiforrealworldbusinessscenarios |