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Artificial Intelligence

IIT Kharagpur, , Prof. Anupam Basu

Overview

Contents:
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 Logics - 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

Includes

Lecture 36: Learning Using neural Networks I

4.1 ( 11 )


Lecture Details

Ratings

3.2


5 Ratings
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Comments
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Sam

Excellent course helped me understand topic that i couldn't while attendinfg my college.

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Dembe

Great course. Thank you very much.

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