Quick Sort is an efficient, in-place sorting algorithm that uses a divide-and-conquer strategy to sort elements by partitioning an array into two sub-arrays, then recursively sorting the sub-arrays. It is generally faster than other O(n log n) algorithms like Merge Sort for large datasets due to its cache efficiency and low overhead, although its worst-case time complexity is O(n^2).