Artificial Intelligence and Intelligent Computing Systems | Concepts, Models and Applications | AGPH Books

Book Title : Artificial Intelligence and Intelligent Computing Systems | Concepts, Models and Applications | AGPH Books

Artificial Intelligence and Intelligent Computing Systems presents a comprehensive exploration of the theoretical, mathematical, and architectural dimensions of modern AI.

The book integrates classical symbolic reasoning approaches with contemporary data-driven methodologies, offering a balanced perspective on how intelligent systems are designed, trained, evaluated, and deployed in real-world environments.

Structured across six detailed chapters, the text systematically covers core AI foundations, machine learning algorithms, neural networks and deep learning models, Natural Language Processing techniques, distributed and cloud-based computing architectures, and ethical governance frameworks.

Emphasis is placed on computational modelling, optimization principles, state-space formulation, probabilistic inference, and performance evaluation. Each topic is presented in a clear academic style supported by analytical explanations suitable for theory examinations and advanced study.

The book also addresses emerging technological shifts such as autonomous systems, generative models, edge intelligence, and explainable AI, ensuring relevance to current industry practices and research advancements. Designed for computer science, information technology, and engineering curricula, this resource supports conceptual mastery and technical competence. By combining theoretical depth with structured clarity, the book serves as both a foundational academic text and a practical guide to understanding intelligent computing systems in the...