Project-1: Cats and Dogs Classification using Logistic RegressionOverview Welcome to the 4th article of Demystifying Machine Learning series. 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. We are going to use scikit-l...Dec 29, 2021 · 3 min readswayam-blog.hashnode.dev
Logistic RegressionOverview Welcome to the 3rd article of the Demystifying Machine Learning series. In this article, we are going to discuss a supervised classification algorithm Logistic Regression, how it works, why it's important, mathematics behind the scenes, line...Dec 18, 2021 · 15 min readswayam-blog.hashnode.dev
Linear Regression using Gradient DescentOverview This is the second article of Demystifying Machine Learning series, frankly, it is basically the sequel of our previous article where we explained Linear Regression using Normal equation. In this article we'll be exploring another optimizing...1CDec 3, 2021 · 15 min readswayam-blog.hashnode.dev
Linear Regression using Normal EquationOverview Linear Regression is the first algorithm in the Demystifying Machine Learning series and in this article we'll be discussing Linear Regression using Normal equation. This article covers what is Linear Regression, how it works, the maths behi...2ISNov 26, 2021 · 11 min readswayam-blog.hashnode.dev
Demystifying Machine LearningOverview Demystifying Machine Learning refers to the series of blogs in which I am going to explain the different algorithms of Machine Learning with behind the scenes mathematics and code implementation from scratch. This is an introductory article ...Nov 19, 2021 · 3 min readswayam-blog.hashnode.dev
