How do you find the missing number in an array of n distinct values from 0 to n?
PICTURE THIS: ARRAY IN MEMORY
Index starts at 0. Scan once for max — O(n).
Simple meaning
The expected sum is n*(n+1)/2
WHY — Arrays instead of guessing?
Why interviewers care about Arrays:
question about Arrays.
trade-offs, and what you would actually do on a DSA project - not buzzwords.
Name the idea, why it exists, then one short example.
End with when you use it and one common pitfall.
STEPS — What happens step by step?
Before you speak the answer, walk the interviewer through these steps:
- 1Define it
The expected sum is n*(n+1)/2
- 2subtract the actual sum
to get the missing value in O(n) time and O(1) space.
- 3XOR of all indices
and values also works and avoids overflow.
- 4A hash set is
O(n) space and is the fallback if you forget the math.
- 5Common mistake
What juniors usually get wrong.
- 6Close
When you pick this over the alternative.
EXAMPLE — See it in action
Here's a short line you can speak, broken into clear beats:
Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.
Key takeaway
The expected sum is n*(n+1)/2 subtract the actual sum to get the missing value in O(n) time and O(1) space.