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This lecture covers the Quantum Phase Estimation (QPE) algorithm, which is used to estimate the phase of a unitary operator. The lecture explains the process step by step, including the use of two registers and the computation of complex values. It also delves into the complexity of the algorithm and the importance of SWAP gates in the process.