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Book Cover
E-book

Title Artificial intelligence for data science in theory and practice / Mohamed Alloghani, Christopher Thron, Saad Subair, editors
Published Cham : Springer, [2022]
©2022

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Description 1 online resource : illustrations (some color)
Series Studies in computational intelligence ; volume 1006
Studies in computational intelligence ; v. 1006.
Contents Introduction -- Part I: Government services -- Intelligent chat bots for online customer service -- Improved services delivery using AI -- Intelligent policing: physical crime and cybercrime prevention and detection -- Part II: Healthcare Services -- Breast cancer diagnosis -- IoT Pharmaceutical management -- Biomedical Text conversion algorithms -- Part III: Education -- Machine learning in teaching and assessment of students -- Prediction of student performance -- Training the next generation of AI students -- Part IV: Tourism and hospitality -- Landmark recognition -- Recommender system for tourists -- Part V: AI Ethics -- Ethics of facial recognition -- Ethics of robotic services -- Bias issues and misapplication of machine learning -- Conclusion
Summary This book provides valuable information on effective, state-of-the-art techniques and approaches for governments, students, researchers, practitioners, entrepreneurs and teachers in the field of artificial intelligence (AI). The book explains the data and AI, types and properties of data, the relation between AI algorithms and data, what makes data AI ready, steps of data pre-processing, data quality, data storage and data platforms. Therefore, this book will be interested by AI practitioners, academics, researchers, and lecturers in computer science, artificial intelligence, machine learning and data sciences. Presents approaches to artificial intelligence taken by various sectors; Includes development-related applications in AI from around the world; Discusses AI in government, healthcare, education, tourism in addition to AI ethics.
Notes Includes index
Online resource; title from PDF title page (SpringerLink, viewed April 13, 2022)
Subject Artificial intelligence -- Data processing.
Artificial intelligence -- Data processing
Form Electronic book
Author Alloghani, Mohamed, editor
Thron, Chris, editor.
Subair, Saad, editor
ISBN 9783030922450
3030922456