---
title: "Discussion on \"Day 17 – Understanding Support Vector Machines (SVMs)\" | Hashnode"
description: "Discussion on \"Day 17 – Understanding Support Vector Machines (SVMs)\". Support Vector Machines classify data by finding optimal boundaries, using kernels, and tuning hyperparameters for accurate predictions"
url: "https://hashnode.com/posts/day-17-understanding-support-vector-machines-svms/6912eda4eea2f9bb84c57195"
---

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# [Day 17 – Understanding Support Vector Machines (SVMs)](https://dhairya-ai-dev.hashnode.dev/day-17-understanding-support-vector-machines-svms?utm_source=hashnode&utm_medium=feed)

Support Vector Machines classify data by finding optimal boundaries, using kernels, and tuning hyperparameters for accurate predictions

Nov 11, 2025 · 2 min read · dhairya-ai-dev.hashnode.dev  
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-   [#support-vector-machines](https://hashnode.com/tag/support-vector-machines)
-   [#svm](https://hashnode.com/tag/svm)
-   [#kernel-trick](https://hashnode.com/tag/kernel-trick)
-   [#classification](https://hashnode.com/tag/classification)
-   [#scikit-learn](https://hashnode.com/tag/scikit-learn)
-   [#ai-internship-prep](https://hashnode.com/tag/ai-internship-prep)

## Written by

[Dhairya Patel](https://hashnode.com/@PatelDhairya)

@PatelDhairya · Ahmedabad, Gujarat

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

Life is journey they say well my road does seem to have a lot more bumps so I share them

I'm a student, trying to find experience and develop skills, and I want to log that journey here. 😀👊

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