Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.

A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.

Comprehensive machine learning resources from Applications to Tutorials.

Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.

Machine learning approaches to data mining focussing on text mining applications

Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator

Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.

Review of the GMDH approach for data mining and forecasting, with examples and software

Links to various pattern recognition and machine learning resources

Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.