The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven Conversations

How Data Scientists Use Bayesian A-B Testing in Marketing


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Lucas and Luna dive into Bayesian A/B testing—why it's replacing frequentist methods for marketing experiments. They walk through a real case from a mid-size e-commerce company that used Bayesian inference to compare email subject lines, reaching a decision in half the time with clearer probability statements. The episode covers the core difference: instead of a p-value, you get a direct probability that version A beats version B. They explain how priors work, the role of Monte Carlo simulation, and a concrete example where a company saved thousands by avoiding a false negative. By the end, you'll understand why more data teams are adopting Bayesian methods for faster, more intuitive decision-making—and how to explain it to stakeholders without the math.

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The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven ConversationsBy Fexingo