Google Software Developer Mock Interview

Practice 30 Google Software Developer interview questions covering algorithms, system design, and coding challenges.

Question 7 of 30

Can you walk me through the meaning behind a Depth First Search Algorithm for a binary tree?

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William Swansen
William Swansen

William Swansen has worked in the employment assistance realm since 2007. He is an author, job search strategist, and career advisor who helps individuals worldwide and in various professions to find their ideal careers.

When looking at a question of this magnitude, there are several different factors to consider. You will want to get clarification from the Google interviewer on whether they want to hear the meaning for tree structure data, time complexity, extra space, or a node stack. Let's examine what some of these mean and how they might come up in the course of an interview. Time Complexity - has four transversals O(n) as they visit every node exactly once. Extra space - requires O(w) Level Order Transversal where w is the maximum width of a Binary Tree which stores nodes of different levels.

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