Heap Operations for Streaming Statistics and Medians Questions

Master using two heaps (max-heap for lower half, min-heap for upper half) to maintain running median or percentiles from streaming data efficiently. Understand insertion, deletion, heap balancing, and O(log n) retrieval. Know when to choose max-heap vs min-heap and how to maintain invariants. Practice implementing and debugging heap operations in Python.