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Artificial Intelligence - CS607 - VU Video Lectures

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What Is Intelligence?, Intelligent Machines, Formal Definitions For Artificial Intelligence, History And Evolution Of Artificial Intelligence.
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Problem Representation, Components Of Problem Solving, Tree And Graphs Terminology, Simple Search Algorithm, Progressive Deepening, Heuristically Informed Searches, Hill Climbing, Beam Search, Best First Search, , Optimal Searches, Branch And Bound, A* Procedure, Adversarial Search , Minimax Procedure, Alpha Beta Pruning.
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Genetic Algorithms, Hill Climbing In Parallel, Comment On Evolution, Genetic Algorithm, Basic Genetic Algorithm, Solution To A Few Problems Using GA, Eight Queens Problem.
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Knowledge Representation And Reasoning, The AI Cycle, The Dilemma, Formal KR Techniques, Semantic Networks, Reasoning, Types Of Reasoning.
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Expert Systems, What Is An Expert System?, Roles Of An Expert System, How Are Expert Systems Used?, Expert System Structure, Characteristics Of Expert Systems, Inference Mechanisms, Design Of Expert Systems.
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Fuzzy Sets, Fuzzy Logic, Fuzzy Inference System.
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What Is Learning ?, What Is Machine Learning ?, Why Do We Want Machine Learning , What Are The Three Phases In Machine Learning?, Biological Aspects And Structure Of A Neuron, Single Perceptron, Linearly Separable Problems, Multiple Layers Of Perceptrons, Design Phases Of Anns.
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Definition Of Planning, Planning Vs. Problem Solving , Planning Language , The Partial-Order Planning Algorithm – POP.
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Computer Vision, Robotics, Clustering.
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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549 Views
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence
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388 Views
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Artificial Intelligence
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361 Views
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Artificial Intelligence
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334 Views
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Artificial Intelligence
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Artificial Intelligence
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Artificial Intelligence