Erhältlich:
Nicht auf Lager
Buch (Softcover): Ratgeber
Intelligent Systems
From Machine Learning to Agentic AI
Verlag:
Lambert Academic Publishing Unsere-Artikel-Nr.: P36905069
EAN: 9786630208344
Erhältlich:
Nicht auf Lager
Zustellung: Di, 15.09.2026
Versand: Kostenlos
-11.6 %
CHF 86.–
CHF 76.–
Beschreibung
Intelligent Systems provides a comprehensive introduction to the principles, architectures, and applications of modern artificial intelligence. The book explores the evolution of intelligent systems from rule-based approaches to machine learning, deep learning, natural language processing, transformers, large language models (LLMs), and agentic AI. It explains the core concepts of supervised, unsupervised, and reinforcement learning, along with neural network architectures such as CNNs, RNNs, and transformers. The book emphasizes intelligent decision-making, perception, reasoning, memory, planning, and autonomous action while demonstrating how AI systems solve real-world problems across healthcare, education, finance, manufacturing, cybersecurity, agriculture, and smart cities. Practical examples, illustrations, case studies, and workflow diagrams help readers understand complex concepts with ease. Designed for undergraduate and postgraduate students, researchers, educators, and industry professionals, this book bridges theoretical foundations with practical implementation. It also highlights current challenges, ethical considerations, explainable AI, and responsible AI.
Spezifikationen
Sprache
- Englisch
Autor
- G. Arockia Sahaya Sheela
- K. R. Martin
Erscheinungsjahr
- 2026
Format
- Buch (Softcover)
Anzahl Seiten
- 104