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Automated Machine Learning: A Comprehensive Guide

Author Name: Dr. R. Anandan, Dr A.Rajesh, Dr.S.Meera | Format: Paperback | Genre : Educational & Professional | Other Details

The book provides an introduction to the fundamentals of AutoML, a comprehensive overview of the current state of the technology, and detailed information about the various approaches and techniques used in AutoML. It also covers the challenges associated with AutoML, as well as best practices for deploying AutoML systems. The book is divided into four parts. The first part provides an overview of the fundamentals of AutoML and its history. It explains the different types of AutoML, the different algorithms used, and the different challenges associated with AutoML. The second part provides an overview of the current state of AutoML, including an analysis of the different approaches and techniques used. The third part provides a detailed look at the various challenges associated with AutoML, including data collection and pre-processing, model selection, hyperparameter optimization, and deployment. Finally, the fourth part provides best practices for deploying AutoML systems, including tips for getting the most out of AutoML. Overall, this book is an invaluable resource for anyone interested in learning about AutoML. It provides a thorough introduction to the fundamentals of AutoML

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Dr. R. Anandan, Dr A.Rajesh, Dr.S.Meera

Dr. R. Anandan is currently working as Professor and Head, Department of Computer Science and Engineering, School of Engineering, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai, Tamil Nadu, India. He has vast experience in corporate and all levels of Academic in Computer Science and Engineering his knowledge of interests  in Artificial intelligence Soft Computing, Machine Learning ,etc.

Dr A.Rajesh is presently the Associate Professor of Computer Science Engineering at the School of Engineering of VISTAS University, Chennai, Tamilnadu, India, where he has established an advanced research Virtual Reality laboratory, emphasizing AR-VR visual hybrid tracking approach and the guiding part of a reliable indoor navigation requests for 3D model of the environment.

Dr.S.Meera is a Associate Professor in the computer science and engineering Department at Vels Institute of Science, Technology & Advanced Studies (VISTAS), India. . She has published a number of papers in preferred Journals and chapters in books.

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