Quicksort is a widely used sorting algorithm that follows the divide and conquer paradigm. It works by recursively choosing a pivot element in an array, partitioning the array such that all elements less than the pivot come before all elements greater than the pivot, and then applying the same approach recursively to the sub-arrays. This has the effect of sorting the array in place with each iteration reducing the problem size until the entire array is sorted. The document provides pseudocode to implement quicksort and explains the algorithm at a high level.