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Variance and significance in large-scale online services

The Unofficial Google Data Science Blog

by AMIR NAJMI Running live experiments on large-scale online services (LSOS) is an important aspect of data science. In each case, users engage with the service at will and the service makes available a rich set of possible interactions. No doubt we have metrics which we track to determine which experimental change is worth launching.