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This lecture covers the propagation of uncertainty in the context of correlated variables, using examples to illustrate extreme correlations and inequalities. It discusses the Tchebychev inequality, the independence of variables, and the estimation of uncertainty. The lecture also delves into the concept of confidence intervals and the development of the Taylor series for uncertainty propagation.