some day…

As a data miner and machine learning practitioner who do not work at Google, I often wonder when, if ever, I will be able to make this claim that Googlers often make:

We cannot sample when applying data mining and machine learning algorithms because we’ve discovered that using all the data makes a difference.

Some day…

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