---
title: "Discussion on \"Feature, Feature Selection, and Feature Engineer: What you need to understand.\" | Hashnode"
description: "Discussion on \"Feature, Feature Selection, and Feature Engineer: What you need to understand.\". Let’s review the definitions of feature, feature selection, and feature engineering in machine learning before going any further:Feature is a distinct, measurably present quality or attribute of the phenomena under observation. To represent the data,..."
url: "https://hashnode.com/posts/feature-feature-selection-and-feature-engineer-what-you-need-to-understand/64d4fb92126c913117b031a1"
---

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Discussion

# [Feature, Feature Selection, and Feature Engineer: What you need to understand.](https://datasciphy.hashnode.dev/feature-feature-selection-and-feature-engineer-what-you-need-to-understand?utm_source=hashnode&utm_medium=feed)

Let’s review the definitions of feature, feature selection, and feature engineering in machine learning before going any further:Feature is a distinct, measurably present quality or attribute of the phenomena under observation. To represent the data,...

Aug 10, 2023 · 3 min read · datasciphy.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#features](https://hashnode.com/tag/features)

## Written by

[Ismail Tiamiyu](https://hashnode.com/@Tiamz)

@Tiamz

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

Aspiring Data Sciencist/ML engineer

Aspiring data scientist with a passion for machine learning and AI. Excited to engage with the Hashnode community!

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