Artificial Intelligence

Overview

AI introduces students to basic concepts and methods of Artificial Intelligence from a computer science perspective. AI concerns itself with a certain set of problems and develops a particular body of techniques for approaching these problems. This course will empower the students to know how to program computers, using classical symbolic methods, to behave in ways normally attributed to "Intelligence" when observed in humans. Main topics discussed in the course include : Search Techniques, Game Playing, Knowledge Representation, Reasoning, Uncertainty, Planning, Machine Learning & Natural Language Processing.

Navigation

• Prerequisites

• Textbooks

• Videos

• Websites

Prerequisites

This course has no prerequisites.

Textbooks

Title	Author(s)	Edition
Artificial Intelligence : A Modern Approach	Stuart J. Russell & Peter Norvig	3rd (2010)
Artificial Intelligence : Structures and Strategies for Complex Problem Solving	George F Luger	6th (2009)
Artificial Intelligence	Elaine Rich, Kevin Knight & Shivashankar B Nair	3rd (2009)

Videos

• Artificial Intelligence, Well Academy

• AI Course, Francisco Iacobelli

• Search Techniques, John Levine

• Plannning, Wheeler Rumi

• Machine Learning, Aqib Mumtaz

• Natural Language Processing, Dan Jurafsky and Christopher Manning

Websites

• AI Tutorial, javatpoint

• AI Course, University of Texas