Artificial Intelligence

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Free Online Course: Artificial Intelligence provided by Udacity is a comprehensive online course, which lasts for 16 weeks long. The course is taught in English and is free of charge. Artificial Intelligence is taught by Thad Starner.

Overview
  • Learn about the fundamentals of Artificial Intelligence in this introductory graduate-level course. It provides a survey of various topics in the field along with in-depth discussion of foundational concepts such as classical search, probability, machine learning, logic and planning.

Syllabus
    • Search
      • Game Playing,Basics of Search,Logic and Planning
    • Constraints and Bayes Nets
      • Constraint Satisfaction,Probability,Bayes Nets
    • Basics of Machine Learning
      • Simulated Annealing,Machine Learning,Pattern Recognition through Time