Inbunden, Engelska, 2026

Democratization of AI

Making Machine Learning Work for Everyone

Av V. Ramasamy, D. Rajesh, D. Jerusha, R. Nidhya, S. Balamurugan

2767 kr

Kommande

Beskrivning

Automated machine learning (AutoML) simplifies the development of machine learning models by automating tasks such as data preprocessing, feature selection, model selection, and hyperparameter tuning. It enables both experts and non-experts to build accurate and efficient models with minimal effort. AutoML improves productivity, scalability, and consistency while reducing human bias and errors. Widely used across domains like healthcare, finance, and education, it accelerates innovation and makes advanced AI technologies more accessible and practical for real-world applications.This book provides a comprehensive overview of AutoML techniques, applications, and future directions. It explores advancements in image processing using CNNs, benchmarking frameworks, and automated feature engineering. The book highlights the role of AutoML in explainable AI, healthcare, education, security, and agriculture. It also covers emerging areas such as LLM-based applications and reinforcement learning, demonstrating how AutoML enhances efficiency, scalability, and intelligent decision-making across diverse real-world domains.

Produktinformation

Utgivningsdatum: 2026-12-08
Mått: 152 x 229 x undefined mm
Format: Inbunden
Språk: Engelska
Antal sidor: 494
Förlag: Jenny Stanford Publishing
ISBN: 9789815352436

Utforska kategorier

Mer om författaren

Ramasamy V. is an associate professor in the Department of Computer Science and Engineering (School of Computing), SRM Institute of Science and Technology, Tiruchirappalli Campus, Tamil Nadu, India. His research interests include mobile cloud computing, Internet of Things, data science, artificial intelligence, and data mining. He has authored several scholarly research papers in national and international journals and conferences and edited books for Technoarete and Wiley. He is the guest editor for Innovations in Future IoT Communications in MMTC Communications – Frontiers (IEEE COMSOC), Evaluation Committee member for IFERP Innovative Project Seed Funding Scheme, and organizing chair of the International Conference on Advanced Computing and Intelligent Engineering.D. Rajesh is a professor at Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, India. His areas of research are networking, sensor networks, wireless communication, smart dust, blue brain, RedTacton, and automated machine learning in networks. He has published more than 25 articles in reputable Scopus journals and 7 articles in reputable Web of Science journals and has 12 design patents and 5 innovation patents to his credit. He has been a reviewer and an editor in various reputable journals.D. Jerusha is an assistant professor in the Department of Computer Science and Engineering at Sathyabama Institute of Science and Technology, India. She holds a PhD in information and communication engineering from Anna University. Her expertise in areas such as IoT, cloud resources management, and cryptographic algorithms has garnered recognition, including the Best Researcher in IoT Award by RULA AWARDS. She also holds an Honours Diploma in Information Security from RJP Infotek Pvt Ltd and a lifetime membership in the International Journal for Research Under Literal Access. She has published papers published in reputable journals, including Computer Systems Science and Engineering and TAGA Journal of Graphic Technology.R. Nidhya is a professor in the Department of Computer Science and Engineering, Madanapalle Institute of Technology and Science, affiliated to Jawaharlal Nehru Technological University, Anantapuram, India. She received her MTech and PhD degrees from Anna University. Her research interests include wireless body area network, machine learning, and computational intelligence. She has published research papers in refereed international journals and conferences and is an active member of Computer Society of India, Indian Society for Technical Education, International Association of Engineers, South Asia Institute of Science and Engineering, and International Society for Researchers and Doctors.S. Balamurugan is the director of research at iRCS, an Indian Technological Research & Consulting Firm. He received his BTech, MTech, and PhD Degrees from PSG College of Technology, Coimbatore, Anna University, India. He was conferred upon with DSc degree for his significant research contribution to the field of artificial intelligence. He has published 75 books, 300 papers in international journals/conferences and 300 patents. With 20 years of researching on various cutting-edge technologies, he provides expert guidance in technology forecasting and decision making for leading companies and startups. He is a book series editor and serves at various editorial capacities in several international journals. He has received 30 awards for research at national and international levels.

Betyg & recensioner

0 recensioner

Inga recensioner tillgängliga.