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About The Professor

Course

Subject:	Computer Science
Topic:	Artificial Intelligence
Views:	88,693

Educator

National Programme on Technology Enhanced Learning

Name:	National Programme on Technology Enhanced Learning (NPTEL)
Type:	University

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Instructor

Name

Pallab Dasgupta

Artificial Intelligence with Prof. P. Dasgupta

Video Lectures

Displaying all 28 video lectures.

Lecture 1 Play Video	Introduction
Lecture 2 Play Video	Problem Solving by Search
Lecture 3 Play Video	Searching with Costs
Lecture 4 Play Video	Informed State Space Search
Lecture 5 Play Video	*Heuristic Search: A and Beyond**
Lecture 6 Play Video	Problem Reduction Search: and/or Graphs
Lecture 7 Play Video	Searching Game Trees
Lecture 8 Play Video	Knowledge Based Systems: Logic and Deduction
Lecture 9 Play Video	First Order Logic
Lecture 10 Play Video	Inference in First Order Logic
Lecture 11 Play Video	Resolution: Refutation Proofs (Part 1)
Lecture 12 Play Video	Resolution: Refutation Proofs (Part 2)
Lecture 13 Play Video	Logic Programming: Prolog
Lecture 14 Play Video	Prolog Programming
Lecture 15 Play Video	Prolog: Exercising Control
Lecture 16 Play Video	Additional Topics
Lecture 17 Play Video	Introduction to Planning
Lecture 18 Play Video	Partial Order Planning
Lecture 19 Play Video	GraphPLAN and SATPlan
Lecture 20 Play Video	SATPlan
Lecture 21 Play Video	Reasoning Under Uncertainity
Lecture 22 Play Video	Bayesian Networks
Lecture 23 Play Video	Reasoning with Bayes Networks (Part 1)
Lecture 24 Play Video	Reasoning with Bayes Networks (Part 2)
Lecture 25 Play Video	Reasoning Under Uncertainity: Issues
Lecture 26 Play Video	Learning : Decision Trees
Lecture 27 Play Video	Learning: Neural Networks
Lecture 28 Play Video	Back Propagation Learning