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Min-max and Alpha-beta Pruning Algorithm
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AI
Propositional Logic
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First-order Predicate Logic
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Resolution Principle
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Introduction to Unification
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Introduction to Semantic Nets
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Conceptual Dependencies
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Introduction to Frames
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Introduction to Scripts
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Production Rules
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Introduction to Programming in Logic (PROLOG)
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Components and Steps of Communication
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The Contrast Between Formal and Natural Languages in the Context of Grammar
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Chomsky Hierarchy of Grammars Parsing and Semantics
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Parsing Techniques
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Context-free and Transformational Grammar
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Recursive and Augmented Transition Nets
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Symbolic AI
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Data-driven AI and Machine Learning
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Bias-variance Tradeoff in Machine Learning
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End-to-end Deep Learning Based AI
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