Free Online Linear Regression Courses & MOOCs

Coursera

Johns Hopkins University

Advanced Linear Models for Data Science 1: Least Squares (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of advanced linear modeling with our introductory course on Least Squares. Gain a solid foundation in linear algebra, multivariate calculus, statistics, and regression models as you learn how to apply least squares methods effectively in data science projects. This course is perfect for those looking to deepen their understanding of predictive analytics.

Jun 29th 2026

5-12 Weeks

Linear Algebra Linear Regression Data Science

Coursera

Rice University

Linear Regression for Business Statistics (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Linear Regression Analysis with our specialized online course tailored for business statistics enthusiasts. This course is part of a broader Business Statistics and Analysis specialization, where you'll learn essential tools like regression analysis to enhance your predictive modeling skills. Gain expertise in applying procedures such as dummy variable regressions, transforming variables, and interaction effects through practical Microsoft Excel examples.

Jun 29th 2026

4 Weeks

Regression Data Analysis Linear Regression

Coursera

Imperial College London

Mathematics for Machine Learning: Multivariate Calculus (Coursera)

Sci: Mathematics

Discover the fundamental principles of multivariate calculus and their application in machine learning with this beginner-friendly course. Gain a solid understanding of gradients, optimization techniques, and more, all crucial for developing sophisticated ML algorithms.

Jun 29th 2026

5-12 Weeks

Calculus Machine Learning Linear Regression

Coursera

Imperial College London

Linear Regression in R for Public Health (Coursera)

Health & Society Statistics & Data Analysis

Discover the art and science of preventing disease through organized efforts in society with our Linear Regression in R for Public Health course. Learn to create statistical models that describe how patient and environmental factors influence illness risk, starting from basic concepts like correlation and linear regression. This course will guide you through data importation, examination, and model fitting using the powerful R programming language.

Jun 29th 2026

4 Weeks

Public Health Linear Regression R Programming

Coursera

IBM

Supervised Learning: Regression (Coursera)

Data Science

Dive into the world of Supervised Learning with our Regression course on Coursera. Master the art of predicting continuous outcomes by training effective models and using precise error metrics. Gain insights into best practices like splitting datasets for testing and applying regularization to enhance model performance.

Jun 29th 2026

3 Weeks

Machine Learning Regression Linear Regression

Coursera

Johns Hopkins University

Multiple Regression Analysis in Public Health (Coursera)

Health & Society

Dive into Biostatistics with this advanced course that teaches you the application of statistical reasoning in life sciences, specifically focusing on Multiple Regression Analysis. This course is tailored for those working in Public Health who want to improve their data analysis skills and make informed decisions based on multiple variables impacting public health outcomes.

Jun 29th 2026

4 Weeks

Biostatistics Public Health Linear Regression

Coursera

Johns Hopkins University

Quantifying Relationships with Regression Models (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of statistical analysis with our 'Quantifying Relationships with Regression Models' course. Master the art of understanding complex data sets by learning how to apply various regression models effectively. From bivariate to interactive models, this course will equip you with essential skills in data interpretation and predictive analytics.

Jun 29th 2026

4 Weeks

Data Analysis Linear Regression Data Science

Coursera

Johns Hopkins University

Modeling Data in the Tidyverse (Coursera)

Statistics & Data Analysis Data Science

Develop a deep understanding of modeling and analysis techniques essential for extracting valuable insights from your data. This course focuses on the powerful Tidyverse tools that will help you ask the right questions of your data and apply appropriate modeling approaches to uncover hidden patterns and relationships.

Jun 29th 2026

5-12 Weeks

Hypothesis Inference Data Analysis

Coursera

CertNexus

Build Regression, Classification, and Clustering Models (Coursera)

Data Science

Dive into the world of machine learning with our expert-led course designed to equip you with essential skills in building powerful regression, classification, and clustering models. Learn from industry professionals and apply your knowledge to real-world scenarios for practical experience.

Jun 29th 2026

5-12 Weeks

ML Machine Learning Linear Algebra