---
title: "Discussion on \"Your ML Model Might Need Better Features, Not a Better Algorithm\nFeature Engineering Explained: A Beginner's Guide\" | Hashnode"
description: "Discussion on \"Your ML Model Might Need Better Features, Not a Better Algorithm\nFeature Engineering Explained: A Beginner's Guide\". Learn feature engineering. Explore numerical, categorical, time and text features, feature scaling, selection, and data leakage."
url: "https://hashnode.com/posts/i-finally-understand-feature-engineering/6acdf1f55883ae173fd0f3da"
---

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# [Your ML Model Might Need Better Features, Not a Better Algorithm Feature Engineering Explained: A Beginner's Guide](https://godfident-data.hashnode.dev/i-finally-understand-feature-engineering?utm_source=hashnode&utm_medium=feed)

Learn feature engineering. Explore numerical, categorical, time and text features, feature scaling, selection, and data leakage.

Oct 10 · 16 min read · godfident-data.hashnode.dev  
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-   [#feature-engineering](https://hashnode.com/tag/feature-engineering)
-   [#feature-engineering-in-machine-learning](https://hashnode.com/tag/feature-engineering-in-machine-learning)
-   [#feature-selection](https://hashnode.com/tag/feature-selection)
-   [#feature-scaling](https://hashnode.com/tag/feature-scaling)
-   [#categorical-feature-encoding](https://hashnode.com/tag/categorical-feature-encoding)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)

## Written by

[Bahati Brenda Kizito](https://hashnode.com/@Lioness256)

@Lioness256

  
[View profile](https://hashnode.com/@Lioness256)

Documenting my journey into data and AI

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