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Educational Resources
Directory > Computers > Artificial Intelligence > Machine Learning > Educational Resources

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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.
http://student.dei.uc.pt/~nseco
Reviews Rating: Not yet Rated Whois Check

Machine Learning
Iowa State University - introductory graduate course on specification, design, implementation, and
applications of learning agents.
http://www.cs.iastate.edu/~cs573x/homepage.html
Reviews Rating: Not yet Rated Whois Check

PathLearner
Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.
http://www.illc.uva.nl/~gmishne/PathLearner
Reviews Rating: Not yet Rated Whois Check

Machine Learning for the (CS) Masses
ACM Curriculum Descant article on machine learning education, especially in undergraduate-level
computer science curricula
http://mainline.brynmawr.edu/EIAIR/CurriculumDescant/14.html
Reviews Rating: Not yet Rated Whois Check

Curriculum for the Machine
When computers become capable of "natural thinking," should we begin to teach them like
children?
http://home.earthlink.net/~jdc24/curriculum.htm
Reviews Rating: Not yet Rated Whois Check

 


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