Linear Regression Courses and Certifications

Data Science: Linear Regression

15 ratings at edX

Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Regression Modeling for Health Data

Explore statistical modeling with the University of Michigan's 3-week course. Learn about traditional statistical inference, t-tests, and linear regression. Includes guided coding practice.

• Coursera
• 13 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Linear Regression and Modeling

1689 ratings at Coursera

Duke University's 4-week course on simple and multiple linear regression models, using R and RStudio to examine relationships between multiple variables.

• Coursera
• 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Linear Regression for Business Statistics

1336 ratings at Coursera

Learn to apply Linear Regression for business statistics with this 4-week course from Rice University. Master procedures like dummy variable regressions, transforming variables, and interaction effects using Excel.

• Coursera
• 1 day 3 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Linear Regression in R for Public Health

494 ratings at Coursera

Imperial College London offers a 4-week course on using R for linear regression in public health, focusing on statistical models, data preparation, and model assessment.

• Coursera
• 14 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Generalized Linear Models and Nonparametric Regression

14 ratings at Coursera

Explore advanced statistical modeling tools like GLMs and nonparametric modeling in this 4-week course by University of Colorado Boulder. Ideal for data science enthusiasts.

• Coursera
• 1 day 18 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

R, ggplot, and Simple Linear Regression

3727 ratings at Udemy

Learn to use R and ggplot, and understand the basics of linear regression in this 2-3 hour course. No prerequisites required.

• Udemy
• 2 hours 14 minutes
• On-Demand
• Free Online Course

Complete Linear Regression Analysis in Python

1482 ratings at Udemy

Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also

• Udemy
• 7 hours 35 minutes
• On-Demand
• Paid Course

Linear Regression and Logistic Regression in Python

460 ratings at Udemy

Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners

• Udemy
• 7 hours 39 minutes
• On-Demand
• Paid Course

Linear Regression and Logistic Regression using R Studio

309 ratings at Udemy

Linear Regression and Logistic Regression for beginners. Understand the difference between Regression & Classification

• Udemy
• 6 hours 13 minutes
• On-Demand
• Paid Course

Howard University

Building Regression Models with Linear Algebra

Learn to distinguish and apply various regression models using Python in this 4-week course from Howard University. Gain hands-on experience with real-world examples.

• Coursera
• 6 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Illinois Institute of Technology

Linear Regression

A 4-week course by Illinois Institute of Technology, focusing on linear regression techniques. Learn to compute and interpret models using R, ideal for data-driven career aspirants.

• Coursera
• 1 day 2 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

The Classical Linear Regression Model

16 ratings at Coursera

Learn econometrics, data types, and model-building with Queen Mary University's 4-week course. Master the Classical Linear Regression Model and apply your skills using R.

• Coursera
• 22 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Linear Regression and Linear Models

StatQuest: Fitting a line to data, aka least squares, aka linear regression. StatQuest: Linear Models Pt.1.5 - Multiple Regression. R-squared explained. P Values, clearly explained. T-tests and ANOVA.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

NPTEL;  IIT Kanpur

Linear Regression Analysis and Forecasting

The accuracy of forecasting depends upon the goodness of obtained model. What are the steps and checks required to obtain a good model and in turn, how to do forecasting is being aimed to be taught in this course.

• YouTube
• 12 hours
• On-Demand
• Free Online Course