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How to Ace Big O Notation Questions on Your Exam

Struggling with Big O Notation? Here is the no-BS guide to understanding it, complete with real-world examples and study shortcuts.

D
David Kim · Curriculum Designer
3 min read
How to Ace Big O Notation Questions on Your Exam

Have you ever stared at a Big O Notation problem and felt like you were reading another language? You aren't alone. Let's break down exactly why this trips up so many students.

Your Timeline

  • Minute 1: Identify the variables. Don't start solving.
  • Minute 2: Check for edge cases. Are you about to commit the sin of confusing worst-case time with average-case time?
  • Minute 3-5: Execute. Keep this application in mind: QuickSort is O(N log N) on average, but if you give it a reverse-sorted array, it degrades to O(N^2). Big O is the upper bound.

Stick to the timeline. Methodical execution beats panicked guessing every single time.


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