Hash tables and sets are essential data structures for coding interviews due to their efficiency in checking existence and counting elements. They can optimize solutions by improving algorithm time complexity, often reducing it from O(n^2) to O(n). While these structures involve space-time trade-offs, their ability to handle large inputs and constraints efficiently makes them invaluable in software engineering challenges.
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