Fundamentals of Artificial Intelligence and Machine Learning: Regression, Neural Networks - Softcover

Sowjanya, Yemineni; Jayarin, P. Jesu; Gajare, Milind P

 
9786209234736: Fundamentals of Artificial Intelligence and Machine Learning: Regression, Neural Networks
Softcover
ISBN 10: 6209234739 ISBN 13: 9786209234736
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

The book offers a comprehensive introduction to the fundamental principles, methodologies, and applications that define modern intelligent systems. It is designed as a complete guide for undergraduate and postgraduate students, educators, and professionals seeking a strong foundation in AI and ML concepts along with their real-world applications. The content is organized into five logically structured units, progressing from basic concepts to advanced computational techniques. Introduction to Unit 1: Artificial Intelligence, Unit 2: Machine Learning By integrating theory, mathematics, and hands-on implementation, Unit 3: Inclusive Machine Learning, Unit 4: Regression, Unit 5: Neural Networks. By integrating theory, mathematics, and hands-on implementation, this book delivers a balanced and engaging learning experience. It equips readers with the essential skills to design, train, and optimize AI and ML models while encouraging thoughtful exploration of innovation, ethics, and the transformative impact of intelligent technologies.

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Über die Autorin bzw. den Autor

Ms. Yemineni Sowjanya, Assistant Professor, Department of CSE, Pallavi College of Engineering.Dr. P. Jesu Jayarin, Professor, Department of CSE, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University.Dr. Milind P Gajare, Professor, Department of E&TC, AISSMS Institute of Information Technology.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6209234739
ISBN 13 
9786209234736
Einband
Taschenbuch
Anzahl der Seiten
268
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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Osnabrück
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