Data Centric Artificial Intelligence: A Beginner's Guide

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.Author: Parikshit N. Mahalle, Gitanjali R. Shinde, Yashwant S. InglePublisher: SpringerPublished: 10/11/2023Pages: 127Binding Type: HardcoverWeight: 0.83lbsSize: 9.21h x 6.14w x 0.38dISBN: 9789819963522About the AuthorDr. Parikshit Narendra Mahalle is Senior Member in IEEE and is Professor, Dean Research, and Development and Head--Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph.D. from Aalborg University, Denmark, and continued as Postdoc Resea