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Logic
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Lecture 1: Propositional Logic
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Propositional Logic pdf
(84 pages)
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Lecture 2: GATE CSE PYQs on Propositional Logic
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GATE CSE PYQs on Propositional Logic pdf
(46 pages)
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Lecture 3: Predicate Logic
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Predicate Logic pdf
(90 pages)
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Lecture 4: Predicate Logic PYQs Part-1
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Predicate Logic PYQs
(20 pages)
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Pre-requisite for Reasoning under Uncertainty Topics (Probability)
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Lecture 1: Introduction & Probability Basics Part -1
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Lecture 1: Introduction Probability Basics Part 1 pdf
(46 pages)
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Lecture 2: Bayes Theorem | Conditional Independence
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Lecture 2: Bayes Theorem Conditional Independence pdf
(45 pages)
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Reasoning under Uncertainty Topics
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Lecture 1: Bayesian Networks
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Lecture 1: Bayesian Networks pdf
(51 pages)
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Lecture 2: Markov Chains
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Lecture 2: Markov Chains pdf
(57 pages)
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Lecture 3: Hidden Markov Model (HMM)
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Lecture 3: Hidden Markov Model HMM pdf
(58 pages)
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Lecture 4: HMM Question || Introduction to Probability Inference
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Lecture 4: HMM Question Introduction to Probability Inference pdf
(27 pages)
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Lecture 5: Exact Inference using Variable Elimination Algorithm
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Lecture 5: Exact Inference using Variable Elimination Algorithm pdf
(79 pages)
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Lecture 6: Approximate Inference || Sampling Part-1
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Lecture 6: Approximate Inference Sampling Part1 pdf
(51 pages)
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Lecture 7: Sampling Part-2
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Lecture 7: Sampling Part 2 pdf
(22 pages)
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Searching as Problem Solving
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1. Idea of Search Problem Formulation and Search Strategies
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Idea of Search Problem Formulation and Search Strategies pdf
(27 pages)
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2. Uninformed and Informed Search Algorithms
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Uninformed and Informed Search Algorithms pdf
(22 pages)
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3. Informed Search
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Informed Search pdf
(17 pages)
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4. Problems Discussion
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4_Problems Discussion pdf
(24 pages)
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5. Adversarial Search
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Adversarial Search pdf
(21 pages)
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6. Problem Discussion
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6_Problem Discussion pdf
(14 pages)
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Launch your Graphy