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Big O Growth Patterns Cheat Sheet

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Why Growth Patterns

**Objective**: Build a practical Big O cheat sheet you can use during coding interviews. By the end, you'll be able to: - Recognize the most common growth patterns. - Rank algorithms by how they scale. - Connect common code shapes to Big O names. - Explain tradeoffs clearly before optimizing.

Now that you've finished Understanding Big O Notation and Algorithmic Complexity, you know why we care about algorithm complexity.

This lesson is the quick-reference layer: the patterns you should recognize almost automatically when reading code or proposing a solution.

In an interview, Big O is not about reciting math. It is about saying:

"As the input grows, this is the part of my algorithm that dominates."

That skill helps you move from brute force to better solutions without guessing.

Why Growth Patterns

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