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Last updated:

December 1, 2022

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

This course introduces representations, techniques, and architectures used to build applied systems and to account for intelligence from a computational point of view

This course also explores applications of rule chaining, heuristic search, logic, constraint propagation, constrained search, and other problem-solving paradigms. In addition, it covers applications of decision trees, neural nets, SVMs and other learning paradigms.

Course Curriculum

  • Introduction Unlimited
  • Search Unlimited
  • Constraint Satisfactory Problems (CSP) and Games Unlimited
  • Learning Introduction Unlimited
  • Machine Learning I Unlimited
  • Machine Learning II Unlimited
  • Machine Learning III Unlimited
  • Machine Learning IV Unlimited
  • Logic I Unlimited
  • Logic II Unlimited
  • Logic Programming Unlimited
  • Language Understanding Unlimited

About the instructor

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Instructor Rating

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Courses

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Massachusetts Institute of Technology