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PREDICTIVE MODELLING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNIN: Principles, Algorithms, Applications and Future Directions - Softcover

Gautam, Rajni

 
9786630495003: PREDICTIVE MODELLING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNIN: Principles, Algorithms, Applications and Future Directions
Softcover
ISBN 10: 6630495004 ISBN 13: 9786630495003
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This book presents the fundamentals and applications of predictive modelling using AI and ML in a structured manner. The first chapter introduces the concept and foundations of predictive modelling. The second chapter discusses data preparation and feature engineering. The third chapter focuses on machine-learning and deep-learning algorithms. The fourth chapter explains model evaluation, interpretation and deployment. The final chapter examines applications, emerging trends, ethical considerations and future directions.The objective is to provide students, researchers, educators and professionals with a conceptual foundation for understanding how predictive models are developed and used in real-world systems.

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Über die Autorin bzw. den Autor

Dr. Rajni Gautam is a researcher and academician associated with K.R. Mangalam University, Gurugram, with interdisciplinary interests spanning artificial intelligence, nanotechnology, materials science and education. She has contributed to research publications, academic projects and scholarly writing in emerging areas of science and technology.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6630495004
ISBN 13 
9786630495003
Einband
Taschenbuch
Anzahl der Seiten
64
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Verantwortliche Person
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