Phase 20 · Data Structures & Algorithms

Topics

Heaps

Part of the AI Engineer Roadmap.

Summary

A tree-based structure that efficiently tracks the min/max element — used for problems involving top-K elements, scheduling, or streaming statistics.

How to Learn This

  • 1Practice using a heap for top-K and 'k closest' style problems.
  • 2Learn Python's `heapq` module (or equivalent) fluently.
  • 3Understand when a heap beats sorting the whole array (streaming or partial-order needs).
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