[vc_row el_class=”inner-body-content” css=”.vc_custom_1667210927638{padding-top: 30px !important;padding-bottom: 20px !important;}”][vc_column][vc_custom_heading text=”Pre-requisite(s)” font_container=”tag:h2|font_size:20px|text_align:left” use_theme_fonts=”yes” css=”.vc_custom_1667210912835{margin-top: 0px !important;}”][vc_column_text]Computer Programming (CS-1123)

Data Structures (CS-2143)[/vc_column_text][vc_custom_heading text=”Recommended Book(s)” font_container=”tag:h2|font_size:20px|text_align:left” use_theme_fonts=”yes”][vc_column_text]George F. Luger: Artificial Intelligence – Structures And Strategies For Complex Problem Solving, 6^th Edition, Addison-Wesley Publishing Company, 2008, ISBN 978-0321545893[/vc_column_text][vc_custom_heading text=”Reference Book(s)” font_container=”tag:h2|font_size:20px|text_align:left” use_theme_fonts=”yes”][vc_column_text]Stuart J. Russell And Peter Norvig: Artificial Intelligence – A Modern Approach, 3^rd Edition, Prentice-Hall Publishing Co., 2009, ISBN 978-0136042594.[/vc_column_text][vc_custom_heading text=”COURSE OBJECTIVES” use_theme_fonts=”yes”][vc_column_text]

[/vc_column_text][vc_custom_heading text=”COURSE LEARNING OUTCOMES (CLO)” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Course Objectives[/vc_column_text][vc_custom_heading text=”COURSE CONTENTS” use_theme_fonts=”yes”][vc_custom_heading text=”Introduction” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Introduction to the course
Defining AI
Turing’s Test
Chinese Room Experiment
Application Areas of AI[/vc_column_text][vc_custom_heading text=” Agents in AI” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Agent Based Approach to AI
Types of Agents and their Environments
Introduction to Predicate Calculus
Inference Rules[/vc_column_text][vc_custom_heading text=” Concepts of Prolog” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Introduction to Prolog
Facts and Rules
Search and Unification
Backtracking
Recursion Based Search in Prolog
Using fail and cut Predicates to Control the Search
Using Lists
Implementing ADTs in Prolog[/vc_column_text][vc_custom_heading text=”Searching Algorithms” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Problem Solving by State Space Search
Formulating a Real World Problem as a State Space Search Problem
Depth-First and Breadth-First Search
Variations of Basic Search Algorithms
Informed Search
Heuristic Functions
Best-First Search Algorithms
A* Search[/vc_column_text][vc_custom_heading text=”Heuristic Functions” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Admissible and Monotonic Heuristics
Informedness of a Heuristic Function[/vc_column_text][vc_custom_heading text=” Game Programming” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Game Programming
Minimax Procedure
Alpha-Beta Pruning
Constraint Satisfaction Problems[/vc_column_text][vc_custom_heading text=” Expert Systems” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Introduction to Expert Systems
Design of rule-based Expert Systems
Knowledge Engineering and Knowledge Representation
Expert System Shells
Techniques for Managing Uncertainty in Expert Systems[/vc_column_text][vc_custom_heading text=” Language Analysis” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Natural Language Processing
Stages of Language Analysis
Chomsky’s Hierarchy of Grammars
Transition Network Parsers and Other Parsing Methods[/vc_column_text][vc_custom_heading text=” Concepts of Learning” font_container=”tag:h3|text_align:left” use_theme_fonts=”yes”][vc_column_text]Symbol Based Learning
Version Space Search
Candidate Elimination Algorithm
Unsupervised Learning
Neural Network Based Learning
Perceptron Learning
Backpropagation Learning
Competitive Learning[/vc_column_text][vc_custom_heading text=”MAPPING OF CLOs TO ASSESSMENT MODULES” font_container=”tag:h2|font_size:20px|text_align:left” use_theme_fonts=”yes”][vc_column_text css=”.vc_custom_1667210898484{margin-bottom: 0px !important;}”]

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