- Curriculum for the Machine - http://home.earthlink.net/~jdc24/curriculum.htm
When computers become capable of "natural thinking," should we begin to teach them like children?
- Machine Learning for the (CS) Masses - http://mainline.brynmawr.edu/EIAIR/CurriculumDescant/14.html
ACM Curriculum Descant article on machine learning education, especially in undergraduate-level computer science curricula
- PathLearner - http://www.illc.uva.nl/~gmishne/PathLearner
Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.
- Machine Learning - http://www.cs.iastate.edu/~cs573x/homepage.html
Iowa State University - introductory graduate course on specification, design, implementation, and applications of learning agents.
- Computational Learning Algorithms - http://student.dei.uc.pt/~nseco
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.
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