Educational Resources

Introduction to Association Rules

Keywords:: AIComponents, Association Rules, Market Basket Analysis, Apriori, Apriori Algorithm, Data Mining

http://www.aicomponents.com/Algorithms/AssociationRules.aspx

Introduction to Decision Trees

Keywords:: AIComponents, Decision Tree, Decision Trees, CART, ID3, C4.5, Classification, Supervised Learning

http://www.aicomponents.com/Algorithms/DecisionTrees.aspx

Course on Principles of Artificial Intelligence Offered by Professor Vasant Honavar at Iowa State University

Keywords:: Artificial Intelligence, Cognitive Science, Neural Networks, Automata Induction, Computational Learning Theory, Data Mining, Knowledge Discovery, Visualization, Decision Support Systems, Distributed Knowledge Networks, Knowledge Representation, Exploratory Data Analysis, Machine Learning, Evolutionary, Cellular, and Neural Computation, Bioinformatics, Computational Biology, ...

http://www.cs.iastate.edu/~cs573x/homepage.html