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Fundamentals of Artificial Intelligence and Machine Learning

Fundamentals of Artificial Intelligence and Machine Learning

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Description
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.
Product details
Binding:
Paperback
Number of Pages:
268
Release Date:
2025-11-10
Publication Date:
2025-11-10
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6209234739
ISBN13:
9786209234736
Weight:
417 g
Height:
150 cm
Width:
220 cm
Thickness:
17 cm
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