---
title: "Discussion on \"Regularization in Machine Learning: What I Learned by Implementing It From Scratch\" | Hashnode"
description: "Discussion on \"Regularization in Machine Learning: What I Learned by Implementing It From Scratch\". Implement L1, L2, and Elastic Net to understand regularization's impact on overfitting and feature selection in machine learning models"
url: "https://hashnode.com/posts/regularization-in-machine-learning-what-i-learned-by-implementing-it-from-scratch/6984d65329e816f29297ff5e"
---

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# [Regularization in Machine Learning: What I Learned by Implementing It From Scratch](https://prathmeshkush.hashnode.dev/regularization-in-machine-learning-what-i-learned-by-implementing-it-from-scratch?utm_source=hashnode&utm_medium=feed)

Implement L1, L2, and Elastic Net to understand regularization's impact on overfitting and feature selection in machine learning models

Feb 5 · 16 min read · prathmeshkush.hashnode.dev  
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-   [#ridge-regularization](https://hashnode.com/tag/ridge-regularization)
-   [#lasso-regularization](https://hashnode.com/tag/lasso-regularization)
-   [#elastic-net-regularization](https://hashnode.com/tag/elastic-net-regularization)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#python](https://hashnode.com/tag/python)
-   [#regularization](https://hashnode.com/tag/regularization)
-   [#logistic-regression](https://hashnode.com/tag/logistic-regression)
-   [#neural-networks](https://hashnode.com/tag/neural-networks)

## Written by

[Prathmesh Kushwaha](https://hashnode.com/@PrathmeshKush)

@PrathmeshKush

  
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