1. Introduction to collective intelligence
2. Making recommendations
3. Discovering groups
4. Searching and ranking
5. Optimization
6. Document filtering
7. Modeling with decision trees
8. Building price models
9. Advanced classification : kernel methods and SVMs
10. Finding independent features
11. Evolving intelligence
12. Algorithm summary
App. A. Third-party libraries
App. B. Mathematical formulas.