Artificial Intelligence I Video Course

Course Description :
This Lecture Series on Artificial Intelligence by Prof.Sudeshna Sarkar and Prof.Anupam Basu, Department of Computer Science & Engineering,I.I.T, Kharagpur. -Introduction to Artificial Intelligence, Intelligent Agents, State Space Search, Uninformed Search, Informed Search, Two Players Games, Constraint Satisfaction Problems, Knowledge Representation and Logic, interface in Propositional Logic, First Order Logic, Reasoning Using First Order Logic, Resolution in FOPL, Rule Based System, Semantic Net, Reasoning in Semantic Net, Frames, Planning, Rule Based Expart System, Reasoning with Uncertainty, Fuzzy Reasoning, Introduction to Learning, Rule Induction and Decision Trees, Learning Using neural Networks, Probabilistic Learning, Natural Language Processing.


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