Linear Regression

Travis chat

Towards Data Science

Linear regression is one of the oldest but still quite powerful algorithms. While solving any regression problem, the first idea that comes to the mind of any data science practitioner is to create a…...

Linear Regression

Machine Learning Glossary

Linear Regression Introduction Simple regression Making predictions Cost function Gradient descent Training Model evaluation Summary Multivariable regression Growing complexity Normalization Making pr...

Linear Regression

Christophm Interpretable Machine Learning Book

A linear regression model predicts the target as a weighted sum of the feature inputs. The linearity of the learned relationship makes the interpretation easy. Linear regression models have long been ...

Linear Regression — Part I

Analytics Vidhya

Linear Regression is a linear approach to model the relationship between a two or more variables by fitting a straight line i.e. linear, to predict the output for the given input data. To research…

Linear Regression

Dive intro Deep Learning Book

Regression problems pop up whenever we want to predict a numerical value. Common examples include predicting prices (of homes, stocks, etc.), predicting the length of stay (for patients in the hospita...

The Basics: Linear Regression

Towards Data Science

Linear regression models are for many the first predictive models covered. While conceptually simple, they have some key features that make them flexible, powerful and explicable. While newer and…

Simple Linear Regression

Analytics Vidhya

People who are afraid of maths and statistics. Don’t be anymore cuz I am too afraid of it but when came across the maths behind it and every calculation is done by packages and modules why take the…

Basics and Beyond: Linear Regression

Analytics Vidhya

This post will walk you through linear regression from the very basics. When starting off with machine learning Linear Regression is probably one of the first topics that one comes across and…

What is Linear Regression? Part:2

Towards Data Science

In any business there are some easy to measure variables like Age, Gender, Income, Education Level etc. and there are some difficult to measure variables like the amount of loan to give, no of days a…...

Linear Regression 101

Towards Data Science

In this post, I would like to talk about one of the simplest Machine Learning algorithms - Linear Regression. I will try to explain this model in simple layman terms using a real-life example. Let us…...

Linear Regression- Machine Learning

Analytics Vidhya

Linear regression is one of the easiest and most popular Machine Learning algorithms. It is a statistical method that is used for predictive analysis. Linear regression makes predictions for…

Linear regression: the basics

Towards Data Science

Regression techniques help you measure the extent to which variables are related. They allow you to say, for instance, that “for each square meter in a house, it will cost an extra $6,000” (in this…