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Artificial Intelligence
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Artificial Intelligence
by Artificial intelligence

artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals. Colloquially, the term "artificial intelligence" is used to describe machines that mimic "cognitive" functions that humans associate with other human minds, s...

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About This Course

artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals. Colloquially, the term "artificial intelligence" is used to describe machines that mimic "cognitive" functions that humans associate with other human minds, s...

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Course Curriculum
13 Sections
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Artificial Intelligence

Introduction

24 Pages
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    Lesson 01

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    Lesson 02

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Artificial Intelligence

Problem Solving using Search- (Single agent search)

75 Pages
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    Introduction to State Space SearchIntroduction to State Space Search

    18 pages <?php echo $alt; ?>
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    Uninformed Search

    28 pages <?php echo $alt; ?>
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    Informed Search Strategies-I

    15 pages <?php echo $alt; ?>
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    Informed Search Strategies-II

    14 pages <?php echo $alt; ?>
Artificial Intelligence

Problem Solving using Search- (Two agent)

13 Pages
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    Adversarial Search

    6 pages <?php echo $alt; ?>
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    Two agent games : alpha beta pruning

    7 pages <?php echo $alt; ?>
Artificial Intelligence

Constraint Satisfaction Problems

28 Pages
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    Constraint satisfaction problems - I

    17 pages <?php echo $alt; ?>
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    Constraint satisfaction problems - II

    11 pages <?php echo $alt; ?>
Artificial Intelligence

Knowledge Representation and Logic(Propositional Logic )

18 Pages
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    Propositional Logic

    10 pages <?php echo $alt; ?>
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    Propositional Logic inference rules

    8 pages <?php echo $alt; ?>
Artificial Intelligence

Knowledge Representation and Logic(First Order Logic)

44 Pages
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    First Order Logic - I

    10 pages <?php echo $alt; ?>
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    First Order Logic - II

    5 pages <?php echo $alt; ?>
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    Inference in FOL - I

    10 pages <?php echo $alt; ?>
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    Inference in FOL - II

    19 pages <?php echo $alt; ?>
Artificial Intelligence

Knowledge Representation and Logic(Rule based Systems)

26 Pages
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    Rule based Systems - I

    14 pages <?php echo $alt; ?>
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    Rule based Systems - II

    12 pages <?php echo $alt; ?>
Artificial Intelligence

Other Representation formalisms

26 Pages
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    Semantic nets

    11 pages <?php echo $alt; ?>
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    Frames - I

    7 pages <?php echo $alt; ?>
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    Frames – II

    8 pages <?php echo $alt; ?>
Artificial Intelligence

Planning

36 Pages
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    Logic based planning

    9 pages <?php echo $alt; ?>
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    Planning systems

    5 pages <?php echo $alt; ?>
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    Planning algorithm - I

    7 pages <?php echo $alt; ?>
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    Planning algorithm - II

    15 pages <?php echo $alt; ?>
Artificial Intelligence

Reasoning with uncertainty - probabilistic reasoning

38 Pages
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    Reasoning with Uncertain information

    8 pages <?php echo $alt; ?>
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    Probabilistic Inference

    5 pages <?php echo $alt; ?>
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    Bayes Networks

    10 pages <?php echo $alt; ?>
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    A Basic Idea of Inferencing with Bayes Networks

    15 pages <?php echo $alt; ?>
Artificial Intelligence

Reasoning with uncertainty - Fuzzy reasoning

11 Pages
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    Other Paradigms of Uncertain Reasoning

    5 pages <?php echo $alt; ?>
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    Fuzzy Set Representation

    6 pages <?php echo $alt; ?>
Artificial Intelligence

Machine learning

66 Pages
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    Fuzzy Reasoning - Continued

    11 pages <?php echo $alt; ?>
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    Learning : Introduction

    9 pages <?php echo $alt; ?>
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    Learning From Observations

    11 pages <?php echo $alt; ?>
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    Rule Induction and Decision Tree - I

    6 pages <?php echo $alt; ?>
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    Rule Induction and Decision Tree - II

    6 pages <?php echo $alt; ?>
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    Learning and Neural Networks - I

    5 pages <?php echo $alt; ?>
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    Neural Networks - II

    6 pages <?php echo $alt; ?>
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    Neural Networks - III

    12 pages <?php echo $alt; ?>
Artificial Intelligence

Natural Language Processing

15 Pages
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    Issues in NLP

    7 pages <?php echo $alt; ?>
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    Parsing

    8 pages <?php echo $alt; ?>
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Review & Ratings

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