Project-1: Cats and Dogs Classification using Logistic RegressionIn 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.devDec 29, 2021
Logistic RegressionIn this article, we are going to discuss a supervised classification algorithm Logistic Regression.15 min read·swayam-blog.hashnode.devDec 18, 2021
Linear Regression using Gradient DescentIn this article we'll be exploring another optimizing algorithm known as Gradient Descent, how it works, what is a cost function, mathematics15 min read·swayam-blog.hashnode.dev1CDec 3, 2021
Linear Regression using Normal EquationLinear Regression in simple terms is fitting the best possible linear hypothesis (a line or a hyperplane) on the data having a linear relationship so that11 min read·swayam-blog.hashnode.dev2ISNov 26, 2021
Demystifying Machine LearningIn this series of blogs, I'll explain Machine Learning algorithms with mathematics and code implementations from scratch. Supervised and Unsupervised both3 min read·swayam-blog.hashnode.devNov 19, 2021
