Educational Resources Machine Learning Artificial Intelligence
Educational Resources Machine Learning Artificial Intelligence
Educational Resources
Articles on machine learning education, teaching materials, tutorials, and courses
Top: Computers: Artificial Intelligence: Machine Learning: Educational Resources:
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- 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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- ACM Curriculum Descant article on machine learning education, especially in undergraduate-level computer science curricula
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- Iowa State University - introductory graduate course on specification, design, implementation, and applications of learning agents.
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- Short tutorial on association rules
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- Short tutorial on decision trees
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- Educational tool that demonstrates learning a shortest path on a grid using reinforcement learning.
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- When computers become capable of "natural thinking," should we begin to teach them like children?
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