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

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

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

Synopsis

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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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6209234739
ISBN 13 
9786209234736
Reliure
Broché
Nombre de pages
268
Coordonnées du fabricant
non disponible
Personne responsable
non disponible