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books
| book details |
Data-Centric Artificial Intelligence for Multidisciplinary Applications
Edited by Parikshit N Mahalle, Edited by Namrata Nishant Wasatkar, Edited by Gitanjali R. Shinde
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normal price: R 2 379.95
Price: R 2 260.95
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| book description |
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
| product details |
Normally shipped |
Publisher | Taylor & Francis Ltd
Published date | 21 May 2026
Language |
Format | Paperback / softback
Pages | 294
Dimensions | 234 x 156 x 0mm (L x W x H)
Weight | 570g
ISBN | 978-1-0326-1007-8
Readership Age |
BISAC |
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Normally shipped |
Readership Age |
Normal Price | R 2 824.95
Price | R 2 683.95
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