---
title: "Swayam Singh (@rootacess3000) | Hashnode"
description: "Machine Learning Practitioner. Read the latest articles by Swayam Singh on Hashnode."
url: "https://hashnode.com/@rootacess3000"
---

@rootacess3000

# Swayam Singh

@rootacess3000 · India · Joined December 2020

Machine Learning Practitioner

[Website](https://practice404.github.io/portfolio/)

### [Project-1: Cats and Dogs Classification using Logistic Regression](https://swayam-blog.hashnode.dev/project-1-cats-and-dogs-classification-using-logistic-regression?utm_source=hashnode&utm_medium=feed)

In this article, we'll be going to make our first project of prediction of cats or dogs from their respective images using Logistic Regression.

3 min read · [swayam-blog.hashnode.dev](https://swayam-blog.hashnode.dev/project-1-cats-and-dogs-classification-using-logistic-regression?utm_source=hashnode&utm_medium=feed)

[Dec 29, 2021](https://hashnode.com/posts/project-1-cats-and-dogs-classification-using-logistic-regression/61ccd847bf680837022122ab)

### [Logistic Regression](https://swayam-blog.hashnode.dev/logistic-regression?utm_source=hashnode&utm_medium=feed)

In this article, we are going to discuss a supervised classification algorithm Logistic Regression.

15 min read · [swayam-blog.hashnode.dev](https://swayam-blog.hashnode.dev/logistic-regression?utm_source=hashnode&utm_medium=feed)

[Dec 18, 2021](https://hashnode.com/posts/logistic-regression/61bd70736916c3593a6b1747)

### [Linear Regression using Gradient Descent](https://swayam-blog.hashnode.dev/linear-regression-using-gradient-descent?utm_source=hashnode&utm_medium=feed)

In this article we'll be exploring another optimizing algorithm known as Gradient Descent, how it works, what is a cost function, mathematics

15 min read · [swayam-blog.hashnode.dev](https://swayam-blog.hashnode.dev/linear-regression-using-gradient-descent?utm_source=hashnode&utm_medium=feed)

[1](https://hashnode.com/posts/linear-regression-using-gradient-descent/61a9eb4521ec786bc3012c41) [Dec 3, 2021](https://hashnode.com/posts/linear-regression-using-gradient-descent/61a9eb4521ec786bc3012c41)

### [Linear Regression using Normal Equation](https://swayam-blog.hashnode.dev/linear-regression-using-normal-equation?utm_source=hashnode&utm_medium=feed)

Linear Regression in simple terms is fitting the best possible linear hypothesis (a line or a hyperplane) on the data having a linear relationship so that

11 min read · [swayam-blog.hashnode.dev](https://swayam-blog.hashnode.dev/linear-regression-using-normal-equation?utm_source=hashnode&utm_medium=feed)

[2](https://hashnode.com/posts/linear-regression-using-normal-equation/61a139b8f0cb2e37690c571f) [Nov 26, 2021](https://hashnode.com/posts/linear-regression-using-normal-equation/61a139b8f0cb2e37690c571f)

### [Demystifying Machine Learning](https://swayam-blog.hashnode.dev/demystifying-machine-learning?utm_source=hashnode&utm_medium=feed)

In this series of blogs, I'll explain Machine Learning algorithms with mathematics and code implementations from scratch. Supervised and Unsupervised both

3 min read · [swayam-blog.hashnode.dev](https://swayam-blog.hashnode.dev/demystifying-machine-learning?utm_source=hashnode&utm_medium=feed)

[Nov 19, 2021](https://hashnode.com/posts/demystifying-machine-learning/6197fd235bb9cc256fc68854)