‘AI Core Concepts’ explores the foundational principles of Artificial Intelligence, offering a structured framework for understanding this rapidly evolving field. It emphasizes core concepts like knowledge representation, machine learning, and natural language processing, which are crucial for building intelligent systems. The book uniquely balances theoretical depth with practical examples, making complex topics accessible to a broad audience interested in AI technology and its impact.
The book traces AI’s evolution from symbolic approaches to modern deep learning, highlighting key milestones and paradigm shifts. It’s intriguing to learn that AI systems can now learn from data without explicit programming, adapting and improving over time. Another fascinating area covered is how AI can understand and generate human language, bridging the communication gap between humans and machines.
The approach begins by defining intelligence and outlining the challenges in replicating human cognitive abilities. Progressing through knowledge representation techniques, machine learning algorithms, and natural language processing, the book culminates with a discussion of AI ethics and future trends, providing a comprehensive overview valuable for students, researchers, and professionals alike.
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