INTRODUCTION TO ARTIFICIAL INTELLIGENCE (BAI654D)

INTRODUCTION TO ARTIFICIAL INTELLIGENCE

Course Code BAI654D 
CIE Marks 50
Teaching Hours/Week (L: T:P: S) 3:0:0:0 
SEE Marks 50
Total Hours of Pedagogy 40 
Total Marks 100
Credits 03 
Exam Hours 03
Examination type (SEE) Theory

Module-1

What is artificial intelligence? Problems, Problem Spaces, and search

Text Book 1: Ch 1, 2

Module-2

Knowledge Representation Issues, Using Predicate Logic, representing knowledge using Rules.

Text Book 1: Ch 4, 5 and 6.

Module-3

Symbolic Reasoning under Uncertainty, Statistical reasoning

Text Book 1: Ch 7, 8

Module-4

Game Playing, Natural Language Processing

Text Book 1: Ch 12 and 15

Module-5

Learning, Expert Systems.

Text Book 1: Ch 17 and 20

Suggested Learning Resources:

Text Books:

1. E. Rich, K. Knight & S. B. Nair, Artificial Intelligence, 3rd Edition, McGraw Hill.,2009

Reference Books

2. Stuart Rusell, Peter Norving, Artificial Intelligence: A Modern Approach, 2nd Edition, Pearson Education

3. Dan W. Patterson, Introduction to Artificial Intelligence and Expert Systems, 1st Edition,Prentice Hal of India, 2015

4. G. Luger, Artificial Intelligence: Structures and Strategies for complex problem Solving, 4th Edition, Pearson Education, 2002.

5. N.P. Padhy “Artificial Intelligence and Intelligent Systems”, Oxford University Press, 2015