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40
Sessions

Free
Course ( $ )

Self Learning Course

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Course Description

Artificial Intelligence (AI) is a field that has a long history but is still constantly and actively growing and changing.

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Course Syllabus
  • Lecture - 1 Introduction to Artificial Intelligence
  • Lecture - 2 Intelligent Agents
  • Lecture - 3 State Space Search
  • Lecture - 4 Uninformed Search
  • Lecture - 5 Informed Search
  • Lecture - 6 Informed Search - 2
  • Lecture - 7 Two Players Games - I
  • Lecture - 8 Two Players Games - II
  • Lecture - 9 Constraint Satisfaction Problems - 1
  • Lecture - 10 Constraint Satisfaction Problems 2
  • Lecture - 11 Knowledge Representation and Logic
  • Lecture - 12 Interface in Propositional Logic
  • Lecture - 13 First Order Logic
  • Lecture - 14 Reasoning Using First Order Logic
  • Lecture - 15 Resolution in FOPL
  • Lecture - 16 Rule Based System
  • Lecture - 17 Rule Based Systems II
  • Lecture - 18 Semantic Net
  • Lecture - 19 Reasoning in Semantic Net
  • Lecture - 20 Frames
  • Lecture - 21 Planning - 1
  • Lecture - 22 Planning - 2
  • Lecture - 23 Planning - 3
  • Lecture - 24 Planning - 4
  • Lecture - 25 Rule Based Expart System
  • Lecture - 26 Reasoning with Uncertainty - I
  • Lecture - 27 Reasoning with Uncertainty - II
  • Lecture - 28 Reasoning with Uncertainty III
  • Lecture - 29 Reasoning with Uncertainty - IV
  • Lecture - 30 Fuzzy Reasoning - I
  • Lecture - 31 Fuzzy Reasoning - II
  • Lecture - 32 Introduction to Learning - I
  • Lecture - 33 Introduction to Learning - II
  • Lecture - 34 Rule Induction and Decision Trees - I
  • Lecture - 35 Rule Induction and Decision Trees - II
  • Lecture - 36 Leavning Using neural Networks - I
  • Lecture - 37 Learning Using Neural Networks - II
  • Lecture - 38 Probabilistic Learning
  • Lecture - 39 Natural Language Processing - I
  • Lecture - 40 Natural Language Processing II
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