Introduction: The Logistic Regression Model is a popular Machine Learning Algorithm used for Classification problems. Thus, Logistic Regression can be used […]
Category: R-ML
Compute Gradient Descent of a Multivariate Linear Regression Model in R
Introduction: A Multivariate Linear Regression Model is a Linear approach for illustrating a relationship between a dependent variable (say Y) […]
Derive Gradient Descent for a Univariate Linear Regression Model
I think, whoever starts to learn Machine Learning, checks out the Machine Learning Class by Andrew Ng. I was not […]
Calculate Cost Function and Gradient Descent for Univariate Linear Regression in R
I was trying to follow the Machine Learning class of Andrew Ng and was soon got overwhelmed with all the […]
Mathematical Representation of a Univariate Linear Regression Model
Before starting my journey in Machine Learning, I knew that it would require some concepts of Mathematics. But while learning […]
The First Decision Tree in R
Decision Tree is a type of Supervised Learning where the sample is split into two or more homogeneous sets based on […]