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This lecture covers the concept of combinatorial search using for-expressions in Scala. It starts by explaining how to handle nested sequences and then delves into generating pairs of integers and filtering them based on certain conditions. The instructor demonstrates the use of higher-order functions like map, flatmap, and filter, and then introduces for-expressions as a more intuitive way to manipulate lists, providing examples and syntax explanations.