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Linear regression using gradient descent explained simply

Understand what is Linear Regression Gradient Descent in Machine Learning and how it is used. Linear Regression Gradient Descent is an algorithm we use to minimize the cost function value, so as to ...
Scientific Research Publishing

A Multiple Linear Regression Model for Inflation Rate in the UK ()

School of Computing and Engineering, University of West, London, UK. In recent years, inflation has been a worrying factor for every country, which has become particularly high due to various ...
IEEE

Performance Analysis of Linear Regression based Simple Reflex Artificial Intelligence Agent to Detect Malwares

Abstract: The new pathogen detection method is developed using Linear Regression and Simple Reflex. This is accomplished using artificial intelligence. This straightforward yet efficient real-time ...
SciELO

Experimental physics laboratory 2: calculating the value of water density using metal rod and water container

This article presents a detailed analysis of an undergraduate physics laboratory experiment designed to determine the density of water using fundamental measurement techniques and data analysis ...
Visual Studio Magazine

Linear Regression Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...
The Lancet

Longitudinal prediction of DNA methylation to forecast epigenetic outcomes

aDepartment of Computer Science, The University of Manchester, Manchester, United Kingdom bDepartment of Computer Science, The University of Sheffield, Sheffield, United Kingdom cInstitute for Human ...
Frontiers

Toward interpretable expected goals modeling using Bayesian mixed models

Empowered by technological progress, sports teams and bookmakers strive to understand relationships between player and team activity and match outcomes. For this purpose, the probability of an event ...
GitHub

Multiple Linear Regression in Statsmodels

This lesson will be more of a code-along, where you'll walk through a multiple linear regression model using both statsmodels and scikit-learn. Recall the initial regression model presented. It ...