- Curriculum for the Machine - When computers become capable of "natural thinking," should we begin to teach them like children?
- Machine Learning for the (CS) Masses - ACM Curriculum Descant article on machine learning education, especially in undergraduate-level computer science curricula
- PathLearner - Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.
- Machine Learning - Iowa State University - introductory graduate course on specification, design, implementation, and applications of learning agents.
- 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.
- AIComponents - Decision Trees - Short tutorial on decision trees
- AIComponents - Association Rules - Short tutorial on association rules
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