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I can't speak highly enough of "Programming Collective Intelligence" by Toby Segaran. It's not everything, you'd need other books, but it covers "fantastic appl
by drats 17y ago
I can't speak highly enough of "Programming Collective Intelligence" by Toby Segaran. It's not everything, you'd need other books, but it covers "fantastic applications" of techniques. It has really clear explanations from real-world scenarios, followed by extremely clear python code and with a second explanation with code and maths of each technique used in the appendix. Check out the contents on Amazon.
- gtani 17y agosome other helpful books: - Data Mining, by Witten and Franke; describes basics with rigor, including how to use Weka, which they wrote http://www.amazon.com/Data-Mining-Practical-Techniques-Management/dp/0120884070/ http://www.amazon.com/Data-Mining-Practical-Techniques-Manag... a couple java-based books from Manning: - Collective Intelligence in Action (by Satnam Alag) and - Algorithms of the Intelligen Web (Marmanis, Babenko) -