Lessons learned developing a practical large scale machine learning system

When faced with a hard prediction problem, one possible approach is to attempt to perform statistical miracles on a small training set. If data is abundant then often a more fruitful approach is to design a highly scalable learning system and use several orders of magnitude more training data.

2010-04-06

 Google classification machine learning statistics prediction scalability data mining Internet

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