AIComponents - Association Rules
Short tutorial on association rules
AIComponents - Decision Trees
Short tutorial on decision trees
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
PathLearner
Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.
AIComponents - Association Rules
Short tutorial on association rules
AIComponents - Decision Trees
Short tutorial on decision trees
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
PathLearner
Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.
AIComponents - Association Rules
Short tutorial on association rules
AIComponents - Decision Trees
Short tutorial on decision trees
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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