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This lecture covers the period finding algorithm in quantum information, focusing on the Quantum Phase Estimation (QPE) method and its application to finding the period of a function. The instructor explains the process step by step, from defining the problem to obtaining the final result using QPE. The lecture also delves into the concept of oracle and its role in the algorithm, providing examples and clarifications along the way.