Phase 20 · Data Structures & Algorithms

Topics

Sliding Window

Part of the AI Engineer Roadmap.

Summary

A technique for efficiently processing contiguous subarrays/substrings by maintaining a moving window instead of recomputing from scratch — turns many O(n²) problems into O(n).

How to Learn This

  • 1Practice fixed-size and variable-size sliding window problems.
  • 2Learn to identify sliding-window-shaped problems from the phrase 'contiguous subarray/substring.'
  • 3Solve a few classics: longest substring without repeats, max sum subarray of size k.
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