Educational Resources

 

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.
    • 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 specification, design, implementation, and applications of learning agents.
    • Machine Learning for the (CS) Masses - ACM Curriculum Descant article on machine learning education, especially in undergraduate-level computer science curricula
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