But in easily digestible terms, it's a way to narrow your view over a collection to a subset that satisfies some property, and perhaps perform some operations on that subset.
This video presentation (with a very humorous audience dynamic, might I add) serves as a great introduction by example: https://youtube.com/watch?v=QZy4Yml3LTY