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This tutorial discusses how to develop a Bayesian approach to determine if something is a match. The speaker explains the conceptual framework for making matching decisions and then dives into the technical calculations. The Bayesian framework helps transform mental calculations into written and calculated decisions, making the matching process easier. The tutorial provides examples with common variables like name, address, and age to illustrate the process.