287. Find the Duplicate Number(Without Extra Space and Modifications to the array)

Summary and Takeaway:
1. This problem is similar to detecting a cycle in the linked list.
2. We keep 2 pointers here fast and slow to detect the cycle in the array.
3. Once we detect the cycle we detect the start of the cycle which is the duplicate number.

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