CO 541: Artificial Intelligence
| Course Number : CO 541 | ||||||
|---|---|---|---|---|---|---|
| Course Title : Artificial Intelligence | ||||||
| Credits : 3 | ||||||
| Prerequisites : CO 212 Computer Programming | ||||||
| No | Course Content | Time Allocated (hours) | ||||
| L | T | P | A | |||
| 01 | Introduction
Tests for intelligence, Applications of AI | 1 | ||||
| 02 | Artificial Intelligence Programming
Main AI languages, Symbolic Computation, Introduction to Lisp and Prolog, | 4 | 2 | |||
| 03 | Knowledge Representation and Inference
Structure objects, predicate logic, Rule based systems | 4 | 3 | |||
| 04 | Expert Systems
Rules and Expert systems, Expert system design | 5 | ||||
| 05 | Search
Review of graph theory, Simple Search techniques; Depth first search, Breadth first search Heuristic Search; Hill climbing, best first, A* algorithm Problem solving using search | 4 | ||||
| 06 | Natural Language Processing
Syntax, Semantics, Pragmatics, Generation | 3 | ||||
| 07 | Vision
Models of objects and images, Edge detection, stereopsis, depth information, 3-D representation | 4 | 3 | |||
| 08 | Dealing with Uncertainty
Fancy logic, probabilistic reasoning | 2 | ||||
| 09 | Role of Neural networks and Fuzzy logic in AI | 5 | ||||
| 10 | Applications of AI
Case studies | 4 | 3 | |||
| Total | 38 | 14 | ||||
| Assessment | Percentage Marks | |||||
| Continuous Assessment | 30 | |||||
| Class participation | 5 | |||||
| Tutorials | 5 | |||||
| Assignments | 20 | |||||
| Written Examinations | 70 | |||||
| Mid-semester | 20 | |||||
| End-semester | 50 | |||||