Parikshit N. Mahalle,
Gitanjali R. Shinde,
Yashwant S. Ingle,
Namrata N. Wasatkar
e.a.
Springer Nature Singapore
e druk, 2023
9789819963522
Data Centric Artificial Intelligence: A Beginner’s Guide
Specificaties
Gebonden, blz.
|
Engels
Springer Nature Singapore |
e druk, 2023
ISBN13: 9789819963522
Rubricering
Onderdeel van serie
Data-Intensive Research
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
This book discusses the best research roadmaps, strategies, and challenges in data-centric approach of artificial intelligence (AI) in various domains. It presents comparative studies of model-centric and data-centric AI. It also highlights different phases in data-centric approach and data-centric principles. The book presents prominent use cases of data-centric AI. It serves as a reference guide for researchers and practitioners in academia and industry.
Specificaties
ISBN13:9789819963522
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer Nature Singapore
Serie:Data-Intensive Research
Inhoudsopgave
<p>Introduction.- Model-Centric AI.- Data-Centric Principles for AI Engineering.- Mathematical Foundation for Data Centric AI.- Data-Centric AI.- Data-Centric AI in healthcare.- Data-Centric AI in Mechanical Engineering.- Data-Centric AI in Information Communication and Technology.- Conclusion.<br></p>
