#1
August 1st, 2016, 11:01 AM
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AI Syllabus Pune University
Hello sir I am here as I want to get the syllabus of the Elective Course Artificial Intelligence of M.Sc. (Computer Science) of Savitribai Phule Pune University so will you please provide me the syllabus??
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#2
August 1st, 2016, 11:50 AM
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Re: AI Syllabus Pune University
Hey!! As per your demand here I am providing you syllabus of the Elective Course Artificial Intelligence of M.Sc. (Computer Science) of Savitribai Phule Pune University 1. Introduction to Artificial Intelligence - What is AI? - Early work in AI - AI and related fields - AI problems and Techniques 2. Problems, Problem Spaces and Search - Defining AI problems as a State Space Search: example - Production Systems - Search and Control Strategies - Problem Characteristics - Issues in Design of Search Programs - Additional Problems 3. Heuristic Search Techniques - Generate-and-test - Hill Climbing - Best First Search - Problem Reduction - Constraint Satisfaction - Mean-Ends Analysis 4. Knowledge Representation - Representations and Mappings - Approaches to Knowledge Representation - Knowledge representation method - Propositional Logic - Predicate logic - Representing Simple facts in Logic - Representing Instances and Isa relationships - Computable Functions and Predicates - Resolution - Forward and backward chaining 5. Slot – and – Filler Structures - Weak Structures - Semantic Networks - Frames - Strong Structures - Conceptual Dependencies - Scripts 6. Game Playing - Minimax Search Procedures - Adding alpha-beta cutoffs - Uncertianty Reasoning: Basic Probabilty Axioms, Baye's Rule, Baysian Classification, Certainty Factor Theory, Dempster Shafar Theory. 7. Learning - What is learning? - Rote Learning - Learning by taking advice - Learning in problem solving - Learning from examples - Explanation based learning Contact Details: Savitribai Phule Pune University Ganeshkhind, Pune, Maharashtra 411007 Phone: 020 2569 6064 |
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