Java Collections Framework is a set of interfaces, classes, and algorithms that provide easy and efficient ways to store and manipulate groups of objects in Java programs. It includes a variety of data structures like lists, sets, maps, and queues, and provides operations to add, remove, search, sort, and iterate over the elements. Understanding the Java Collections Framework is essential for efficient and effective development of Java applications that manage large amounts of data.