With technologies such as Google Prediction API and mahout, it should now be easier to add for your website users: recommendations, separate ham from spam, and predict what newsletter content they will not consider spam. Let's explore and discuss these new technologies together and how we can use and efficienly implement/deploy them in our websites/projects/communities. Other applications of prediction/classification/clustering/collaborative filtering that I haven't thought of are welcome!

Having never worked at Google, Yahoo, Facebook, or any other Silicon valley company widely applying MapReduce, as former Chief Scientist of several Silicon Valley start-ups, Analytics Architect of The LikeMinds Personalization Server, and former Sr. Software Engineer/Statistician at IBM, all of a sudden I'm being left behind. How about you? We are smart, superbly trained, exceedingly experienced in "big-data", power computer users, and programmers in dozens of now unfortunately passe' programmin …