2. artificial intelligence: a new sythesis by nils j nilsson
A great choice!
"Artificial Intelligence: A New Synthesis" is a book written by Nils J. Nilsson, a renowned computer scientist and expert in artificial intelligence (AI). The book was first published in 2009 and has since become a classic in the field of AI.
In this book, Nilsson provides a comprehensive and accessible introduction to the field of artificial intelligence, covering its history, principles, and applications. The book is designed to be a textbook for students and a reference for professionals, and it's suitable for readers with a background in computer science, mathematics, or engineering.
The book is organized into three parts:
- Foundations: Nilsson covers the basic concepts and principles of AI, including problem-solving, search, planning, and learning. He also discusses the history of AI and its relationship to other fields, such as computer science, mathematics, and philosophy.
- Methods: The second part of the book focuses on the methods and techniques used in AI, including:
- Symbolic AI: rule-based systems, expert systems, and knowledge representation
- Connectionist AI: neural networks and deep learning
- Hybrid AI: combining symbolic and connectionist approaches
- Applications: The final part of the book explores the many applications of AI, including:
- Natural Language Processing (NLP)
- Computer Vision
- Robotics
- Expert Systems
- Decision Support Systems
Throughout the book, Nilsson uses examples and case studies to illustrate the concepts and methods, making the material more accessible and engaging for readers. He also provides exercises and problems to help readers reinforce their understanding of the material.
"Artificial Intelligence: A New Synthesis" is a valuable resource for anyone interested in AI, whether you're a student, a researcher, or a practitioner. It provides a broad and deep understanding of the field, and it's an excellent starting point for exploring the many applications and opportunities of AI.