---
title: "Discussion on \"ML from Scratch — Episode 1: Linear Regression\" | Hashnode"
description: "Discussion on \"ML from Scratch — Episode 1: Linear Regression\". I built linear regression from scratch to actually understand the math — no sklearn, no black boxes. Here's what I learned and why it matters."
url: "https://hashnode.com/posts/ml-from-scratch-episode-1-linear-regression/69c01abad9da55a9a5b41a00"
---

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# [ML from Scratch — Episode 1: Linear Regression](https://adityand.hashnode.dev/ml-from-scratch-episode-1-linear-regression?utm_source=hashnode&utm_medium=feed)

I built linear regression from scratch to actually understand the math — no sklearn, no black boxes. Here's what I learned and why it matters.

Mar 22 · 1 min read · adityand.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#python](https://hashnode.com/tag/python)
-   [#beginners](https://hashnode.com/tag/beginners)
-   [#ml-from-scratch](https://hashnode.com/tag/ml-from-scratch)
-   [#linearregression](https://hashnode.com/tag/linearregression)

## Written by

[Aditya Dandia](https://hashnode.com/@adityand)

@adityand · Bengaluru, India

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

ML engineer in progress. Building from scratch.

A learner building ML algorithms from scratch to actually understand what's happening under the hood. Writing about the math, the mistakes, and the process and not just the results.

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