Data-Centric Artificial Intelligence for Multidisciplinary Applications

Language: English

Published by Chapman And Hall/CRC Jun 2024, 2024

1032610069 / 9781032610061

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book explores the need for a data centric AI approach and its application in the multidisciplinary domain, compared to a model centric approach. It examines the methodologies for data centric approaches, the use of data centric approaches in different domains, the need for edge AI and how it differs from cloud based AI. It discusses the new category of AI technology, 'data centric AI' (DCAI), which focuses on comprehending, utilizing, and reaching conclusions from data. By adding machine learning and big data analytics tools, data centric AI modifies this by enabling it to learn from data rather than depending on algorithms. It can therefore make wiser choices and deliver more precise outcomes. Additionally, it has the potential to be significantly more scalable than conventional AI methods.- Includes a collection of case studies with experimentation results to adhere to the practical approaches- Examines challenges in dataset generation, synthetic datasets, analysis, and prediction algorithms in stochastic ways- Discusses methodologies to achieve accurate results by improving the quality of data- Comprises cases in healthcare and agriculture with implementation and impact of quality data in building AI applications 310 pp. Englisch.…

Seller Inventory # 9781032610061

Title
Data-Centric Artificial Intelligence for Multidisciplinary Applications
Author
Namrata Nishant Wasatkar
Publisher
Chapman And Hall/CRC Jun 2024
Publication year
2024
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1032610069
ISBN 13
9781032610061
Item weight
631 grams
Dimensions
240x161x21 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

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BuchWeltWeit Ludwig Meier e.K.

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