Artificial Intelligence (Prof. Anupam Basu)


Lecture 1 - Introduction to Artificial Intelligence


Lecture 2 - Intelligent Agents


Lecture 3 - State Space Search


Lecture 4 - Uninformed Search


Lecture 5 - Informed Search


Lecture 6 - Informed Search - 2


Lecture 7 - Two Players Games - I


Lecture 8 - Two Players Games - II


Lecture 9 - Constraint Satisfaction Problems - 1


Lecture 10 - Constraint Satisfaction Problems - 2


Lecture 11 - Knowledge Representation and Logic


Lecture 12 - Interface in Propositional Logic


Lecture 13 - First Order Logic


Lecture 14 - Reasoning Using First Order Logic


Lecture 15 - Resolution in FOPL


Lecture 16 - Rule Based System


Lecture 17 - Rule Based Systems II


Lecture 18 - Semantic Net


Lecture 19 - Reasoning in Semantic Net


Lecture 20 - Frames


Lecture 21 - Planning - 1


Lecture 22 - Planning - 2


Lecture 23 - Planning - 3


Lecture 24 - Planning - 4


Lecture 25 - Rule Based Expert System


Lecture 26 - Reasoning with Uncertainty - I


Lecture 27 - Reasoning with Uncertainty - II


Lecture 28 - Reasoning with Uncertainty - III


Lecture 29 - Reasoning with Uncertainty - IV


Lecture 30 - Fuzzy Reasoning - I


Lecture 31 - Fuzzy Reasoning - II


Lecture 32 - Introduction to Learning - I


Lecture 33 - Introduction to Learning - II


Lecture 34 - Rule Induction and Decision Trees - I


Lecture 35 - Rule Induction and Decision Trees - II


Lecture 36 - Learning Using neural Networks - I


Lecture 37 - Learning Using Neural Networks - II


Lecture 38 - Probabilistic Learning


Lecture 39 - Natural Language Processing - I


Lecture 40 - Natural Language Processing - II