Programming Collective Intelligence

by Toby Segaran.

• Notes and Solution Manual

• Chapter 2 (making recommendations)
  
• Chapter 3 (discovering groups)
  
• Chapter 4 (searching and ranking)
  
• Chapter 5 (optimization)
  
• Chapter 6 (document filtering)
  
• Chapter 7 (modeling with decision trees)
  
• Chapter 8 (building price models)
  
• Chapter 9 (advanced classification: kernel methods and SVMs)
  
• Chapter 10 (finding independent features)
  
• Chapter 11 (evolving intelligence)