---
title: "All You Need to Know to Implement Support Vector Machines With Python"
url: https://daily.dev/posts/all-you-need-to-know-to-implement-support-vector-machines-with-python-jzg4nx2pz
source_url: https://python.plainenglish.io/all-you-need-to-know-to-implement-support-vector-machines-with-python-de32270fb492
type: article
source: "Medium"
published: 2024-04-06T17:39:14.755Z
updated: 2024-05-09T08:43:33.910Z
tags: ["machine-learning", "python", "classification", "numpy"]
reading_time: 5
upvotes: 2
comments: 0
language: en
---

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# All You Need to Know to Implement Support Vector Machines With Python

**[Medium](https://daily.dev/sources/medium_js)** · 5 min read · 2 upvotes · 0 comments

## Summary

This post explains the theory behind the Support Vector Machine (SVM) algorithm and provides a step-by-step tutorial on how to implement it using Python. It covers the concept of SVM, the math behind it, and the implementation details. The post also includes an example of applying SVM to the Iris dataset, achieving 100% accuracy.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://python.plainenglish.io/all-you-need-to-know-to-implement-support-vector-machines-with-python-de32270fb492>

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---

Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#python](https://daily.dev/tags/python), [#classification](https://daily.dev/tags/classification), [#numpy](https://daily.dev/tags/numpy)

[View this post on daily.dev](https://daily.dev/posts/all-you-need-to-know-to-implement-support-vector-machines-with-python-jzg4nx2pz)