Linear Regression

Ridge vs LASSO vs Elastic Net Regression

TheDataMonk Grand Master Machine Learning , Statistics , Uncategorized Comments Off 1937 views

Ridge and LASSO are two important regression models which comes handy when Linear Regression fails to work.This topic needed a different mention without it's important to understand COST function and the way it's calculated for Ridge,LASSO, and any ...

Linear Regression Part 3 – Evaluation of the model

TheDataMonk Grand Master Uncategorized Comments Off 997 views

Check out Part 1 and Part 2 of the series before going furtherLinear Regression Part 1 - Assumption and Basics of LRLinear Regression Part 2 - Code and implementation of model If you ...

Linear Regression Part 2 – Implementation of LR

TheDataMonk Grand Master Uncategorized Comments Off 1045 views

We already know the assumptions of the Linear Regression. We will quickly go through the implementation part of the Linear Regression. We will be using R for this article(Read Sometimes, I am more comfortable in R :P )Remember ...

Assumptions Of Linear Regression – Part 1

TheDataMonk Grand Master Uncategorized 1 Comment 1796 views

Here we will talk about the assumptions of Linear Regression which will let you understand LR and will help you tackle questions in your interview. I personally know a handful of candidates who have bosted themselves as a ...

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