---
title: "Discussion on \"Demystifying Big-O notation\" | Hashnode"
description: "Discussion on \"Demystifying Big-O notation\". Understand Big-O Notation with real-world examples and practical insights. Learn how algorithm efficiency impacts scalability and performance."
url: "https://hashnode.com/posts/demystifying-big-o-notation/674d31bb09a3d3bab4ab6898"
---

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# [Demystifying Big-O notation](https://samueladebayo.com/demystifying-big-o-notation?utm_source=hashnode&utm_medium=feed)

Understand Big-O Notation with real-world examples and practical insights. Learn how algorithm efficiency impacts scalability and performance.

Dec 2, 2024 · 11 min read · samueladebayo.com  
Updated Mar 17, 2025  
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-   [#cs-theory](https://hashnode.com/tag/cs-theory)
-   [#algorithm](https://hashnode.com/tag/algorithm)
-   [#algorithms](https://hashnode.com/tag/algorithms)
-   [#mathematics](https://hashnode.com/tag/mathematics)
-   [#data-structures](https://hashnode.com/tag/data-structures)
-   [#time-complexity](https://hashnode.com/tag/time-complexity)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#coding-best-practices](https://hashnode.com/tag/coding-best-practices)
-   [#software-development](https://hashnode.com/tag/software-development)
-   [#programming-concepts](https://hashnode.com/tag/programming-concepts)
-   [#space-complexity](https://hashnode.com/tag/space-complexity)

## Written by

[Samuel Adebayo](https://hashnode.com/@samueladebayo)

@samueladebayo · United Kingdom

  
[View profile](https://hashnode.com/@samueladebayo)

AI Delivery | Research | Philosophy | Humanities

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