“The unfortunate truth about data is that nothing much can be done with it, until we say what caused it.”
Ten weeks of lectures on causal models and Bayesian analysis, recorded and free on YouTube. That one sentence is the whole problem with most data science. People run regressions on piles of numbers with no model of what made them, then publish the correlations. McElreath teaches the step everyone else skips.