HashMap Strategy Transforms Two Sum into Linear-Time Problem

Two Sum is a cornerstone coding interview question that evaluates understanding of hash-based data structures and algorithmic optimization. The HashMap solution achieves optimal O(n) time complexity through a single-pass approach, representing the benchmark standard for technical interviews. This demonstrates how selecting the right data structure can dramatically improve algorithm performance.