Data Transformation Data Warehouse Experimentation Optimization 
O'Reilly on Data
OCTOBER 19, 2021
It has far-reaching implications as to how such applications should be developed and by whom: ML applications are directly exposed to the constantly changing real world through data, whereas traditional software operates in a simplified, static, abstract world which is directly constructed by the developer. This approach is not novel.
Occam's Razor
OCTOBER 19, 2010
If after rigorous analysis you have determined that you have evolved to a stage that you need a data warehouse then you are out of luck with Yahoo! If you can show ROI on a DW it would be a good use of your money to go with Omniture Discover, WebTrends Data Mart, Coremetrics Explore. Google Website Optimizer.
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