Electronics and Telecommunication Engineering - Vishwakarma ...
Electronics and Telecommunication Engineering - Vishwakarma ...
Electronics and Telecommunication Engineering - Vishwakarma ...
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Bansilal Ramnath Agarwal Charitable Trust’s<br />
<strong>Vishwakarma</strong> Institute of Technology, Pune – 411 037<br />
Department of <strong>Electronics</strong> <strong>and</strong> <strong>Telecommunication</strong> <strong>Engineering</strong><br />
FF No.: 654<br />
EC42202 :: ARTIFICIAL INTELIGENCE<br />
Credits: 01<br />
Objectives:-<br />
• To underst<strong>and</strong> AI representations <strong>and</strong> applications<br />
• To get familiar with Statistical <strong>and</strong> Probabilistic Reasoning<br />
• To underst<strong>and</strong> neural network architecture<br />
• To realize expert system using architecture <strong>and</strong> case studies<br />
• Mapping with PEOs:2,3,4,6,7,8,9<br />
Teaching Scheme: - Tutorial 1 Hrs/Week<br />
List<br />
1. Programming of any game playing using non heuristic search technique.<br />
2. Programming of Eight tile puzzle.<br />
3. Programming of heuristic search technique like A*.<br />
4. Programming of heuristic search technique like AO*.<br />
5. Programming of heuristic search technique like Hill Climbing.<br />
6. Neural network architecture for character recognition..<br />
7. Neural network architecture for pattern classification or clustering application.<br />
8. Build an Expert System.<br />
9. Mini-project (Individual task).<br />
Text Books<br />
1. Elain Rich <strong>and</strong> Kerin Knight, “Artificial Intelligence”<br />
2. Roberts, “Artificial Intelligence”<br />
Structure & Syllabus of B.E (E&TC) Program – Pattern ‘C11’, Rev01, dt. 2/4/2011<br />
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