Data Science, Statistics, Analytics, Experiment, Causality.
most companies, A/B testing on 12 million users is downright impossible. In fact, one of the main competitive advantages of large tech companies is that they can run much more powerful experiments — smaller companies cannot replicate this. In this case, I recommend going by gut feel or going