Artificial Intelligence

Artificial Intelligence
Lecture Series on Artificial Intelligence by Prof.Sudeshna Sarkar and Prof.Anupam Basu, Department of Computer Science & Engineering,I.I.T, Kharagpur .
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 Expart 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 Leavning Using neural Networks - I
Lecture - 37 Learning Using Neural Networks - II
Lecture - 38 Probabilistic Learning
Lecture - 39 Natural Language Processing - I