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.


 Google classification machine learning statistics prediction scalability data mining Internet

Return to the linkmark list.