Federated AI for real-world business scenarios:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
[2021]
|
| Ausgabe: | First edition |
| Schlagwörter: | |
| Abstract: | "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"-- |
| Umfang: | xi, 205 Seiten Illustrationen 24 cm |
| ISBN: | 9780367861575 0367861577 9781032049359 |
Internformat
MARC
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| 100 | 1 | |a Verma, Dinesh C. |d 1965- |e Verfasser |0 (DE-588)173623816 |4 aut | |
| 245 | 1 | 0 | |a Federated AI for real-world business scenarios |c Dinesh C. Verma (IBM Fellow and Department Group Manager, Distributed AI, IBM TJ Watson Research Center, Yorktown Heights, NY, USA) |
| 250 | |a First edition | ||
| 264 | 1 | |a Boca Raton ; London ; New York |b CRC Press |c [2021] | |
| 300 | |a xi, 205 Seiten |b Illustrationen |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 520 | 3 | |a "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"-- | |
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| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
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| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 653 | 0 | |a Team learning approach in education | |
| 653 | 0 | |a Machine learning | |
| 653 | 0 | |a Artificial intelligence | |
| 653 | 0 | |a Artificial intelligence | |
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| 653 | 0 | |a Team learning approach in education | |
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| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-1-003-02717-1 |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-033092617 | |
Datensatz im Suchindex
| _version_ | 1818988702975655936 |
|---|---|
| any_adam_object | |
| author | Verma, Dinesh C. 1965- |
| author_GND | (DE-588)173623816 |
| author_facet | Verma, Dinesh C. 1965- |
| author_role | aut |
| author_sort | Verma, Dinesh C. 1965- |
| author_variant | d c v dc dcv |
| building | Verbundindex |
| bvnumber | BV047708797 |
| ctrlnum | (OCoLC)1302307672 (DE-599)BVBBV047708797 |
| edition | First edition |
| format | Book |
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| id | DE-604.BV047708797 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T19:26:47Z |
| institution | BVB |
| isbn | 9780367861575 0367861577 9781032049359 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033092617 |
| oclc_num | 1302307672 |
| open_access_boolean | |
| owner | DE-706 |
| owner_facet | DE-706 |
| physical | xi, 205 Seiten Illustrationen 24 cm |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | CRC Press |
| record_format | marc |
| 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] xi, 205 Seiten Illustrationen 24 cm txt rdacontent n rdamedia nc 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"-- Teamwork (DE-588)4126974-3 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Realitätsbezug (DE-588)4177138-2 gnd rswk-swf Unterricht (DE-588)4062005-0 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 Online-Ausgabe 978-1-003-02717-1 |
| spellingShingle | Verma, Dinesh C. 1965- Federated AI for real-world business scenarios Teamwork (DE-588)4126974-3 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Realitätsbezug (DE-588)4177138-2 gnd Unterricht (DE-588)4062005-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4126974-3 (DE-588)4033447-8 (DE-588)4177138-2 (DE-588)4062005-0 (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_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 | Teamwork (DE-588)4126974-3 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Realitätsbezug (DE-588)4177138-2 gnd Unterricht (DE-588)4062005-0 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Teamwork Künstliche Intelligenz Realitätsbezug Unterricht Maschinelles Lernen |
| work_keys_str_mv | AT vermadineshc federatedaiforrealworldbusinessscenarios |