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Does anyone know about any competitions or tasks that are similar to the Netflix Prize? It's not only about the money, but also about the dimension of data, the strong link with challenging tasks.

+1  A: 

Some of the AI centered conferences run competitions each year which are often open to everyone, e.g.

Gecco 2009 Competitions

locster
Also note Netflix Prize 2 is imminent!http://www.netflixprize.com//community/viewtopic.php?id=1520
locster
And also: http://www.tiberius.biz/ausdm09/
lmsasu