---
title: "#kernel-trick articles | Hashnode"
description: "Explore 3 articles tagged #kernel-trick on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/kernel-trick"
---

Tag

# #kernel-trick

3 posts · 0 followers

[Dhairya Patel](https://hashnode.com/@PatelDhairya) · [Nov 11, 2025](https://hashnode.com/posts/day-17-understanding-support-vector-machines-svms/6912eda4eea2f9bb84c57195)

### [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

2 min read · [dhairya-ai-dev.hashnode.dev](https://dhairya-ai-dev.hashnode.dev/day-17-understanding-support-vector-machines-svms?utm_source=hashnode&utm_medium=feed)

[Jyotiprakash Mishra](https://hashnode.com/@jpmishra) · [Jan 3, 2025](https://hashnode.com/posts/introduction-to-support-vector-machines-svms/6777bead842c186d74eb419f)

### [Introduction to Support Vector Machines (SVMs)](https://blog.jyotiprakash.org/introduction-to-support-vector-machines-svms?utm_source=hashnode&utm_medium=feed)

Support Vector Machines (SVMs) are a powerful and versatile family of machine learning models, initially developed by Vladimir Vapnik and his collaborators in the 1990s. These models are best known for their ability to handle both linear and non-line...

15 min read · [blog.jyotiprakash.org](https://blog.jyotiprakash.org/introduction-to-support-vector-machines-svms?utm_source=hashnode&utm_medium=feed)

[Tuhin Kumar Dutta](https://hashnode.com/@tkdutta) · [Jan 22, 2022](https://hashnode.com/posts/unveiling-the-power-of-support-vector-machines-in-classification-tasks/6824d9e51f47cffc4d7a5ea2)

### [Unveiling the Power of Support Vector Machines in Classification Tasks](https://statisticallyspeaking.tuhindutta.com/unveiling-the-power-of-support-vector-machines-in-classification-tasks?utm_source=hashnode&utm_medium=feed)

Understand Support Vector Machines (SVM) with detailed intuition on margins, kernels, and classification boundaries—perfect for beginners and practitioners.

12 min read · [statisticallyspeaking.tuhindutta.com](https://statisticallyspeaking.tuhindutta.com/unveiling-the-power-of-support-vector-machines-in-classification-tasks?utm_source=hashnode&utm_medium=feed)