
Lecture Description
In this video lecture, Prof. Sudeshna Sarkar, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Course Index
- Introduction to Artificial Intelligence
- Intelligent Agents
- State Space Search
- Uninformed Search
- Informed Search I
- Informed Search II
- Two Players Games I
- Two Players Games II
- Constraint Satisfaction Problems I
- Constraint Satisfaction Problems II
- Knowledge Representation and Logic
- Interface in Propositional Logic
- First Order Logic
- Reasoning Using First Order Logic
- Resolution in FOPL
- Rule Based System
- Rule Based Systems II
- Semantic Net
- Reasoning in Semantic Net
- Frames
- Planning I
- Planning II
- Planning III
- Planning IV
- Rule Based Expert System
- Reasoning with Uncertainty I
- Reasoning with Uncertainty II
- Reasoning with Uncertainty III
- Reasoning with Uncertainty IV
- Fuzzy Reasoning I
- Fuzzy Reasoning II
- Introduction to Learning I
- Introduction to Learning II
- Rule Induction and Decision Trees I
- Rule Induction and Decision Trees II
- Leavning Using Neural Networks I
- Learning Using Neural Networks II
- Probabilistic Learning
- Natural Language Processing I
- Natural Language Processing II
Course Description
In this course, Professor Sudeshna Sarkar and Professor Anupam Basu, Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, give an introduction to the concepts of Artificial Intelligence, such as Intelligent Agents, State Space Search, Informed and Uninformed Search, Two Players Games, Knowledge Representation, Interface in Propositional Logic, First Order Logic, Reasoning, Rule Based Systems, Semantic Net, Frames, Planning, Fuzzy Reasoning, Natural Language Processing and many more.
The original name for this course is: Computer Sc - Artificial Intelligence. This course has 40 video lectures on Artificial Intelligence, by Professor Sudeshna Sarkar and Professor Anupam Basu, Computer Science & Engineering, I.I.T, Kharagpur (NPTEL).