Back to zero in odd steps

A simple symmetric random walk starts at 0. What is the probability it is at 0 after exactly 3 steps?

Show hints (2)+
  1. Think about parity.
  2. An odd number of unit steps lands on an odd integer.

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Asked at: Jane Street, Optiver

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