---
title: "Discussion on \"Scaling data in Machine Learning. When is it important?\" | Hashnode"
description: "Discussion on \"Scaling data in Machine Learning. When is it important?\". Discover the significance of data scaling in machine learning with a focus on Standardization, Min-Max, and Robust Scaling techniques."
url: "https://hashnode.com/posts/scaling-data-in-machine-learning-when-is-it-important/656ad97b7e8afacd62680718"
---

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# [Scaling data in Machine Learning. When is it important?](https://mutuma.hashnode.dev/scaling-data-in-machine-learning-when-is-it-important?utm_source=hashnode&utm_medium=feed)

Discover the significance of data scaling in machine learning with a focus on Standardization, Min-Max, and Robust Scaling techniques.

Dec 2, 2023 · 5 min read · mutuma.hashnode.dev  
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-   [#feature-scaling](https://hashnode.com/tag/feature-scaling)
-   [#machine-learning-models](https://hashnode.com/tag/machine-learning-models)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#data-preprocessing](https://hashnode.com/tag/data-preprocessing)
-   [#python](https://hashnode.com/tag/python)

## Written by

[Pius Mutuma](https://hashnode.com/@Mutuma)

@Mutuma · Nairobi, Kenya

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

Data Analytics, Science | Power Platforms

I am a self-taught Machine Learning, Data Scientist, and Microsoft Power Platform developer. I remain passionate about exploring the vast potential of these cutting-edge technologies to drive innovation and solve complex problems. My thirst for knowledge pushes me further to understand these technologies; remain a life-time learner; and push to deliver what is possible with technology while making a positive impact on the world around me.

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