General computing articles

• The Computer Scientist as Toolsmith II - Frederick Brooks Jr.
• Is Computer Science Science? - Peter Denning
• Web Science Emerges - Nigel Shadbolt & Tim Berners-Lee (more info presented at http://webscience.org/webscience.html)
• Data Mining and Statistics: What's the Connection? - Jerome Friedman
• The Discipline of Machine Learning - Tom Mitchell
• Statistics vs. Machine Learning, fight! - Brendan O'Connor

Tools

• LIBSVM - Support Vector Machines library, National Taiwan University
• WEKA - Data mining / machine learning software, University of Waikato
• JabRef - Bibliography reference manager
• Yuuguu - Multi-platform screen sharing application

Programming

• CodeIgniter - Light-weight PHP web application framework
• Cocoa for scientists tutorials - Drew McCormack
• Cocoa tutorials - many articles written by Scott Stevenson
• Collection of API documentation

Books

• Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data - Bing Liu
• Data Mining: Practical Machine Learning Tools and Techniques (contains WEKA guide) - Ian Witten & Eibe Frank
• Scientific Scripting with Python - Drew McCormack