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Artificial Intelligence

Georgia Institute of Technology via Udacity

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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.



Why Take This Course?

Artificial Intelligence is poised to become one of the most revolutionary technologies of our time. We interact with intelligent systems and services in various forms, including apps on our phones, websites, devices, etc. With that, the demand for AI Engineers is on the rise. Take this course to understand the fundamental concepts and algorithms behind artificial intelligence, and learn to apply them to various real-world problems including game playing, navigation, sign-language recognition, et al.

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

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