Edge Artificial Intelligence - Mahalle, Parikshit Narendra; Diwakar, Mandar Pramod; Ghule, Vijaykumar Raghunath; Ingle, Yashwant Sudhakar
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Erscheint vorauss. 10. September 2025
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  • Broschiertes Buch

Edge AI is revolutionizing industries and reshaping our everyday lives, but it comes with serious challenges and ethical considerations. Edge Artificial Intelligence: Algorithms, Applications, Challenges and Ethical Issues introduces the fundamentals of Edge AI and machine learning. It delves deep into the architecture, algorithms and applications of Edge AI, offering insights into regulation and governance. With real-world case studies, practical examples and a forward-looking perspective, this book equips readers with the knowledge and tools to harness the transformative power of Edge AI. It…mehr

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Produktbeschreibung
Edge AI is revolutionizing industries and reshaping our everyday lives, but it comes with serious challenges and ethical considerations. Edge Artificial Intelligence: Algorithms, Applications, Challenges and Ethical Issues introduces the fundamentals of Edge AI and machine learning. It delves deep into the architecture, algorithms and applications of Edge AI, offering insights into regulation and governance. With real-world case studies, practical examples and a forward-looking perspective, this book equips readers with the knowledge and tools to harness the transformative power of Edge AI. It also addresses the ethical considerations and regulatory aspects of deploying AI at the edge, as well as offering readers a clear understanding of how to leverage AI for real-time decision-making, enhanced privacy and efficient applications. By providing practical insights, case studies and ethical considerations, it empowers both technical and nontechnical readers, helping them implement and govern Edge AI in a responsible and effective manner.
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Autorenporträt
Dr Parikshit is a senior member 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 Post Doc Researcher at CMI, Copenhagen, Denmark. He has 23 + years of teaching and research experience. He is an ex-member of the Board of Studies in Computer Engineering, Ex-Chairman Information Technology, Savitribai Phule Pune University and various Universities and autonomous colleges across India. He has 15 patents, 200+ research publications (Google Scholar citations-2950 plus, H index-25 and Scopus Citations are 1550 plus with H index -18, Web of Science citations are 438 with H index - 10) and authored/edited 56 books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global International Journal of Rough Sets and Data Analysis, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence and reviewer for various journals and conferences of the repute. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is guiding 8 PhD students in the area of IoT and machine learning and SIX students have successfully defended their PhD under his supervision from SPPU. He is also the recipient of "Best Faculty Award? by Sinhgad Institutes and Cognizant Technologies Solutions. He has delivered 200 plus lectures at national and international level.