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PREDICTIVE MODELLING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNIN: Principles, Algorithms, Applications and Future Directions - Softcover
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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PREDICTIVE MODELLING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNIN Principles, Algorithms, Applications and Future Directions
Verlag:
LAP LAMBERT Academic Publishing, 2026
ISBN 10: 6630495004
ISBN 13: 9786630495003
Neu
Softcover/Taschenbuch
Anbieter: Home-set, Mannheim, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Softcover/Taschenbuch. Zustand: Neu. 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. Sprache: Englisch Gewicht in Gramm: 113. Artikel-Nr. IB-1610824
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