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Artificial Intelligence

Offered By: Georgia Institute of Technology via Udacity

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Artificial Intelligence Courses Machine Learning Courses Simulated Annealing Courses Probability Theory Courses Pattern Recognition Courses Search Algorithms Courses

Course Description

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

Taught by

Thad Starner

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