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This lecture covers the Lee-Yang theory, focusing on the properties of connected graphs, paths, and the phase diagram. The instructor explains the concept of analytic continuation and the Circle Theorem by Lee-Yang. The lecture also delves into the uniform boundedness of functions and the use of Vitali's theorem for analytic functions.