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This lecture covers the concept of two-phase construction for data structures, focusing on arrays, hash tables, and search trees. The instructor explains how to efficiently construct data structures in parallel using an intermediate data structure with efficient combine and += methods. Examples include implementing a combiner for arrays and hash tables, as well as partitioning elements and constructing search trees in parallel.