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Artificial intelligence : concepts and applications

By: Goel, LavikaMaterial type: TextTextPublication details: New Delhi Wiley 2021Description: 755pISBN: 9788126519934Subject(s): Artificial intelligenceDDC classification: 006.3 GOE
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Non-fiction 006.3 GOE (Browse shelf (Opens below)) Available 4614

Table of contents:
1. Basics of artificial intelligence
2. Problem solving methods in artificial intelligence
3. Informed and uninformed search strategies
4. Knowledge representation
5. Neural networks and applications
6. Fuzzy logic and applications
7. Statistical machine learning
8. Decision processes and reinforcement learning
9. Classification problems in machine learning
10. Game playing
11. Text analysis and mining
12. Expert systems and applications
13. First-order logic
14. Prolog
15. Modern artificial intelligence languages and tools
16. Concepts in machine learning
17. Advanced topics in machine learning

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