Oct 1, 2025 · Explore 23 machine learning regression projects with real datasets for linear, logistic, and multiple regression analysis. Ideal for beginners to advanced data scientists in 2025.

As the poverty level increases, the birth rate for 15 to 17 year old females tends to increase as well. The following plot shows a regression line superimposed on the data. The equation of the …

Jul 23, 2025 · By analyzing past sales data, linear regression can draw a line that shows how house size influences its price. If a house is 1,000 square feet larger than another, how much …

Jun 29, 2025 · Includes detailed descriptions, characteristics, and direct download links for each dataset. This repository aims to provide a curated list of well-known and useful datasets for …

The Excel files whose links are given below provide examples of linear and logistic regression analysis illustrated with RegressIt. Most of them include detailed notes that explain the …

Linear regression, also called OLS (ordinary least squares) regression, is used to model continuous outcome variables. In the OLS regression model, the outcome is modeled as a …

Mar 25, 2024 · Widely used in fields like business, economics, healthcare, and social sciences, regression analysis provides a robust framework for data-driven decision-making. This article …

In this article, you’ll explore various examples of regression that illustrate its practical applications across different fields. From simple linear regression to more advanced techniques like …

In this regression tutorial, I gather together a wide range of posts that I’ve written about regression analysis. My tutorial helps you go through the regression content in a systematic and logical …

The final part of the regression tutorial contains examples of the different types of regression analysis that Minitab can perform. Many of these regression examples include the data sets so …