Lookalike Modeling Is Just Conditional Probability. SQL Can Do Conditional Probability.
The ML stack for lookalike modeling implies something sophisticated is happening. Under the hood, it's a log-likelihood ratio. Here's how to build a statistically principled audience scorer in pure SQL — and why the complexity is often borrowed, not earned.