Educational Resources Machine Learning Artificial Intelligence


A course project applet demonstrating and comparing the performance of three machine learning methods (the ID3 decision tree inducer, an artificial neural network, and a genetic algorithm) on two classification data sets.








    Top: Computers: Artificial Intelligence: Machine Learning

Educational Resources

  • Computational Learning Algorithms - A course project applet demonstrating and comparing the performance of three machine learning methods (the ID3 decision tree inducer, an artificial neural network, and a genetic algorithm) on two classification data sets.
  • Machine Learning for the (CS) Masses - ACM Curriculum Descant article on machine learning education, artificial intelligence especially machine learning in undergraduate-level computer science curricula
  • Curriculum for the Machine - When computers become capable of "natural thinking," should we begin to teach them like children?
  • Machine Learning - Iowa State University - introductory graduate course on educational resources specification, machine learning design, implementation, and applications of learning agents.


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