2006 Data Collection Data Quality Optimization 
Domino Data Lab
JULY 22, 2019
One is data quality, cleaning up data, the lack of labelled data. The problems down in the mature bucket, those are optimizations, they aren’t showstoppers. Then in 2006, they told me to go look at a website and sign up for a thing. Machine learning is a subset of mathematical optimization.
Occam's Razor
APRIL 21, 2014
The mistake we make is that we obsess about every big, small and insignificant analytics implementation challenge and try to fix it because we want 99.95% comfort with data quality. We wonder why data people are not loved. :). When you feel you have enough, use it to buy time/money to go fix the configuration problems.
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