Sequential and binary search algorithms are used to search for items in a collection. Sequential search scans the entire collection sequentially to find a match, while binary search works by repeatedly dividing the search interval in half and focusing on only one subdivision, making it faster for sorted data. The document then provides pseudocode for an unordered sequential search and walks through an example of searching for a number using binary search on a sorted array.