Artificial Intelligence with. Prof. Sudeshna Sarkar

Video Lectures

Displaying all 40 video lectures.
Lecture 1
Introduction to Artificial Intelligence
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Introduction to Artificial Intelligence
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.
Lecture 2
Intelligent Agents
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Intelligent Agents
In this video lecture, Prof. Sudeshna Sarkar gives a lecture on Intelligent Agents, Rational Agents, different agent architectures, Stimulus Response Agents and bounded rationality.
Lecture 3
State Space Search
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State Space Search
In this video lecture, Prof. Sudeshna Sarkar gives a lecture on State Space Search.
Lecture 4
Uninformed Search
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Uninformed Search
In this video lecture, Prof. Sudeshna Sarkar lectures on Uninformed Search
Lecture 5
Informed Search I
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Informed Search I
In this video lecture, Prof. Sudeshna Sarkar lectures on Informed Search, Blind Search, Greedy Search, Bidirectorial Search, Constraint Satisfaction and Adversary Search.
Lecture 6
Informed Search II
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Informed Search II
In this video lecture, Prof. Sudeshna Sarkar lectures on analyzing the space and time complexity of IDA and Restricted Memory Search Algorithms.
Lecture 7
Two Players Games I
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Two Players Games I
In this video lecture, Prof. Sudeshna Sarkar lectures on Two Players Games.
Lecture 8
Two Players Games II
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Two Players Games II
In this video lecture, Prof. Sudeshna Sarkar continues her lecture on Two Players Games.
Lecture 9
Constraint Satisfaction Problems I
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Constraint Satisfaction Problems I
In this video lecture, Prof. Sudeshna Sarkar lectures on Constraint Satisfaction Problems, like modelling CSP Problems as search problems, and how DFS can be used with backtracking to solve these problems.
Lecture 10
Constraint Satisfaction Problems II
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Constraint Satisfaction Problems II
In this video lecture, Prof. Sudeshna Sarkar continues her lectures on Constraint Satisfaction Problems, and also teaches Forward checking, Constraint Propagation Algorithms like AC-3 and Intelligent Backtracking.
Lecture 11
Knowledge Representation and Logic
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Knowledge Representation and Logic
In this video lecture, Prof. Anupam Basu lectures on Representing facts in the language of propositional logic, interpreting a propositional logic statement and compounding the meaning of a compound proposition.
Lecture 12
Interface in Propositional Logic
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Interface in Propositional Logic
In this video lecture, Prof. Anupam Basu lectures on Interface in Propositional Logic, such as proving a proposition given a set of proposotional facts
Lecture 13
First Order Logic
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First Order Logic
In this video lecture, Prof. Anupam Basu lectures on First Order Logic, such as formulating more types of sentences in logic and writing correct.
Lecture 14
Reasoning Using First Order Logic
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Reasoning Using First Order Logic
In this video lecture, Prof. Anupam Basu lectures on Reasoning Using First Order Logic.
Lecture 15
Resolution in FOPL
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Resolution in FOPL
In this video lecture, Prof. Anupam Basu lectures on Resolution in FOPL.
Lecture 16
Rule Based System
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Rule Based System
In this video lecture, Prof. Anupam Basu lectures on Rule Based System.
Lecture 17
Rule Based Systems II
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Rule Based Systems II
In this video lecture, Prof. Sudeshna Sarkar lectures on Rule Based Systems.
Lecture 18
Semantic Net
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Semantic Net
In this video lecture, Prof. Sudeshna Sarkar lectures on Semantic Net.
Lecture 19
Reasoning in Semantic Net
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Reasoning in Semantic Net
In this video lecture, Prof. Sudeshna Sarkar lectures on Reasoning in Semantic Net.
Lecture 20
Frames
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Frames
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 21
Planning I
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Planning I
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 22
Planning II
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Planning II
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 23
Planning III
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Planning III
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.
Lecture 24
Planning IV
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Planning IV
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.
Lecture 25
Rule Based Expert System
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Rule Based Expert System
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 26
Reasoning with Uncertainty I
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Reasoning with Uncertainty I
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 27
Reasoning with Uncertainty II
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Reasoning with Uncertainty II
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 28
Reasoning with Uncertainty III
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Reasoning with Uncertainty III
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 29
Reasoning with Uncertainty IV
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Reasoning with Uncertainty IV
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 30
Fuzzy Reasoning I
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Fuzzy Reasoning I
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 31
Fuzzy Reasoning II
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Fuzzy Reasoning II
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 32
Introduction to Learning I
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Introduction to Learning I
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.
Lecture 33
Introduction to Learning II
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Introduction to Learning II
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.
Lecture 34
Rule Induction and Decision Trees I
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Rule Induction and Decision Trees I
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.
Lecture 35
Rule Induction and Decision Trees II
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Rule Induction and Decision Trees II
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.
Lecture 36
Leavning Using Neural Networks I
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Leavning Using Neural Networks I
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.
Lecture 37
Learning Using Neural Networks II
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Learning Using Neural Networks II
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.
Lecture 38
Probabilistic Learning
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Probabilistic Learning
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.
Lecture 39
Natural Language Processing I
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Natural Language Processing I
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.
Lecture 40
Natural Language Processing II
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Natural Language Processing II
In this video lecture, Prof. Anupam Basu, from the Department of Computer Science & Engineering of the Indian Institute of Technology - Kharagpur, gives an introduction to Artificial Intelligence.