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Course
| Subject: | Computer Science |
| Views: | 88,552 |
Educator
| Name: | National Programme on Technology Enhanced Learning (NPTEL) |
| Type: | University |
Instructor
Name
Pallab Dasgupta
Lecture Description
This video lecture, part of the series Artificial Intelligence with Prof. P. Dasgupta by Prof. Pallab Dasgupta, does not currently have a detailed description and video lecture title. If you have watched this lecture and know what it is about, particularly what Computer Science topics are discussed, please help us by commenting on this video with your suggested description and title. Many thanks from,
- The CosmoLearning Team
- The CosmoLearning Team
Course Index
- Introduction
- Problem Solving by Search
- Searching with Costs
- Informed State Space Search
- Heuristic Search: A* and Beyond
- Problem Reduction Search: and/or Graphs
- Searching Game Trees
- Knowledge Based Systems: Logic and Deduction
- First Order Logic
- Inference in First Order Logic
- Resolution: Refutation Proofs (Part 1)
- Resolution: Refutation Proofs (Part 2)
- Logic Programming: Prolog
- Prolog Programming
- Prolog: Exercising Control
- Additional Topics
- Introduction to Planning
- Partial Order Planning
- GraphPLAN and SATPlan
- SATPlan
- Reasoning Under Uncertainity
- Bayesian Networks
- Reasoning with Bayes Networks (Part 1)
- Reasoning with Bayes Networks (Part 2)
- Reasoning Under Uncertainity: Issues
- Learning : Decision Trees
- Learning: Neural Networks
- Back Propagation Learning
Course Description
In this course, Prof. Palllab Dasgupta gives 28 video lectures on the concepts of Artificial Intelligence.
The original name of this course is: Computer Sc - Artificial Intelligence - Prof. P. Dasgupta.
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