This lecture covers the Shor Algorithm for period finding, explaining the concept of periodic functions, application of the algorithm in factorization, and the circuit implementation. The instructor discusses the continuation of the algorithm, focusing on the measurement outcomes and computational basis. Various examples and mathematical operations are presented to illustrate the algorithm's functionality.