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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Certificate Availability
no

The Syllabus

  • Introduction to AI
  • State Space Search
  • Water Jug Problem

  • Missionaries and Canibals Problem
  • BFS
  • DFS
  • Heuristic Search Hill Climbing

  • Best First Search
  • A Star Search
  • And or Graph
  • Constraints Satisfaction Problem

  • Minimax Search
  • Alpha Beta Cut Off
  • Branch and Bound

  • Introduction to Knowledge Representation
  • Knowledge Agent
  • Predicate Knowledge

  • Introduction to Rule Based System
  • Forward and Backward Chaining
  • Application of Rule-Based System 1
  • Application of Rule-Based System Uncertainty part 2

  • HMM Model
  • Conceptual Dependency
  • Semantic Network

  • Resolution Principal 
  • DST
  • Introduction to Machine Learning

  • Supervised learning
  • Unsupervised Learning
  • Evolution of Algo

  • NLP
  • Need and Justification of Expert Systems
  • Introduction to Expert System

  • Introduction to Prolog
  • List in Prolog
  • Recursion in Prolog

  • Union and Intersection in Prolog
  • learning and planning
  • Parsing in AI
  • Wrap up Class Summary

Instructors

Articles

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