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This lecture covers the Deutsch-Jozsa algorithm, which determines if a function is constant or balanced with a single query. It explains the quantum oracle, the Deutsch algorithm, and the Deutsch-Jozsa algorithm step by step, highlighting the difference between classical and quantum computing.