Artificial Intelligence in the 21st Century
Autor Stephen Lucci, Danny Kopecen Limba Engleză Hardback
Features:
- Includes new chapters on deep learning and robotics with new sections on speech understanding and metaphor in NLP
- Provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations
- Uses numerous examples, applications, full color images, and human interest boxes to enhance student interest
- Introduces important AI concepts e.g., robotics, use in video games, neural nets, machine learning, and more thorough practical applications
- Features over 300 figures and color images with worked problems detailing AI methods and solutions to selected exercises
- Includes companion files with resources, simulations, and figures from the book
- Provides numerous instructors' resources, including: solutions to exercises, Microsoft PP slides, etc.
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Specificații
ISBN-10: 1683922239
Pagini: 750
Greutate: 1.93 kg
Ediția:3
Notă biografică
Stephen Lucci holds a Ph.D. from the CUNY Graduate School and currently teaches computer science at The City College of New York. Dr. Lucci has published in the areas of high-performance computing and artificial intelligence.Kopec Danny :
Danny Kopec (Late) taught at Brooklyn College. He authored several books and journal articles and was an International Chess Master.Musa Sarhan M. :
Sarhan M. Musa holds a PhD in electrical engineering and is currently a professor in the electrical and computer engineering department at Prairie View A&M University, Texas.
Cuprins
1: Overview of AI
2: Uninformed Search
3: Intelligent Search Methods
4: Search Using Games I
5: Logic in AI
6: Knowledge Representation
7: Production Systems
8. Uncertainty in AI
9: Expert Systems
10: Machine Learning and Neural Networks
11: Deep Learning
12: Search Inspired by Mother Nature
13: Natural Language Processing
14: Automated Planning
15: Robotics
16. Advanced Computer Games
17. Reprise
18. AI and Security
19. AI Programming
Appendices