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Bayesian thinking in work and life, ad attribution models and A/B testing, machine learning@Foursquare - Max Sklar - the data scientist show050

The Data Scientist Show - Daliana Liu

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How Do You Know if Your Inference Is True?

One challenge about a causal inference is sometimess hard to test whether your inference is true. How do you know, after sampling the machinery modol prediction on the larger population will work? What type of testing, monitoring procedure you set up? So the only way we really knew was a to have. Well, i mean, the models kind of spoke for itself in some ways. And when they started to make a lot of sense based on what was already known in the industry, that helped a lot too.

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