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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.

http://googleresearch.blogspot.com/2010/04/lessons-learned-developing-practical.html

2010-04-06

Google classification machine learning statistics prediction scalability data mining Internet

Mining patterns in search data with Google Correlate

This is now possible with Google Correlate, which we’re launching today on Google Labs. Using Correlate, you can upload your own data series and see a list of search terms whose popularity best corresponds with that real world trend.

http://googleblog.blogspot.com/2011/05/mining-patterns-in-search-data-with.html

2011-05-25

data mining pattern Google Search correlation statistics