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The video discusses logistic regression and how to calculate predicted probabilities using different parameter values. It focuses on the child data set and the two types of lenses used in the study: spherical and a spherical. The subjects are divided into groups based on myopia control. The goal is to predict which group an individual will be in using the lens type variable. The process involves selecting cases with a specific parameter value and splitting the file to account for multiple eyes measured from individuals.