Heap provides access to extremes from a dynamic collection, needed for "top k" and streaming problems. The pattern clicks when you need repeated access to the minimum or maximum as the collection changes. You'll reach for heap whenever you see "kth largest," "merge sorted," or "schedule by priority." Understanding these concepts deeply helps you solve related problems faster.
Take time to internalize the pattern. Uses space for the heap.