Free Online Linear Regression Courses & MOOCs

Coursera

Illinois Tech

Data Preparation and Analysis (Coursera)

Statistics & Data Analysis Data Science

Discover the fundamentals of data preparation and analysis in this engaging Coursera course. Whether you're new to data science or looking to refine your analytical skills, this course will guide you through the entire process of turning raw data into actionable insights. From data cleaning and descriptive analytics to model training and interpretation, you'll gain a thorough understanding of how to effectively analyze data for informed decision-making.

Sep 14th 2026

5-12 Weeks

Clustering Data Analysis Linear Regression

Coursera

Wesleyan University

Regression Modeling in Practice (Coursera)

Statistics & Data Analysis

Dive into 'Regression Modeling in Practice' - a data analysis essential where you'll learn to harness the power of regression analysis. From basic linear models to handling complex scenarios with multiple predictors, this course equips you with the skills to build reliable, insightful models using either SAS or Python. Discover how to interpret results, identify confounding variables, and evaluate model quality effectively.

Sep 11th 2026

4 Weeks

Python Data Analysis Linear Regression

Coursera

Stanford University

Machine Learning (Coursera)

Statistics & Data Analysis Data Science

Discover the fascinating world of Machine Learning with this in-depth online course offered by Coursera. Designed for those new to the field, this course will guide you through the fundamentals of making computers 'learn' without being explicitly programmed. From understanding the science behind machine learning to applying effective techniques and gaining hands-on experience, this course is your gateway to mastering a technology that's revolutionizing industries.

Sep 7th 2026

5-12 Weeks

Artificial Intelligence MATLAB Algorithms

Coursera

Johns Hopkins University

Regression Models (Coursera)

Statistics & Data Analysis Data Science

Dive into Regression Models, a crucial course for aspiring data scientists on Coursera. Explore linear assumptions, learn how to relate outcomes to predictors effectively using regression analysis, and understand the principles of least squares and statistical inference. This course is perfect for those looking to deepen their understanding of essential statistical tools.

Sep 7th 2026

4 Weeks

Statistics Regression Linear Regression

Coursera

University of Washington

Machine Learning: Regression (Coursera)

Statistics & Data Analysis Data Science

Dive into 'Machine Learning: Regression' on Coursera, where you'll explore the art and science of predicting continuous outcomes. This course will guide you through creating models that forecast real-world scenarios such as housing prices based on various features. Whether you're in data science, finance, healthcare, or any field dealing with predictive analytics, this course offers valuable insights into regression analysis.

Sep 7th 2026

5-12 Weeks

Python Algorithms Machine Learning

Coursera

Duke University

Mastering Data Analysis in Excel (Coursera)

Statistics & Data Analysis Data Science

Discover the art and science of data analysis with 'Mastering Data Analysis in Excel'. This course is tailored for those who want to harness the power of Microsoft Excel to perform statistical modeling and predictive analytics. By focusing on essential math concepts and practical applications within Excel, you'll gain the skills needed to create effective predictive models that can be applied across various industries.

Sep 7th 2026

5-12 Weeks

Business Excel Data Analysis

Coursera

Erasmus University Rotterdam

Econometrics: Methods and Applications (Coursera)

Statistics & Data Analysis Data Science

Discover how to harness the power of data analysis for solving complex business and economic problems with Econometrics: Methods and Applications. This course by Erasmus University Rotterdam equips you with essential econometric tools and techniques to build models that can forecast trends and support informed decision making.

Sep 7th 2026

5-12 Weeks

Econometrics Data Analysis Linear Regression

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.

Sep 7th 2026

4 Weeks

Regression Data Analysis Linear Regression

EdX

HarvardX,Harvard University

Data Science: Linear Regression (edX)

Statistics & Data Analysis Data Science

Dive into the world of Data Science with 'Data Science: Linear Regression' on edX. This course will equip you with the skills needed to implement linear regression models in R, a powerful tool used extensively across various fields for understanding relationships between variables and making predictions. Whether you're new to data science or looking to refine your analytical skills, this course offers an accessible yet thorough introduction.

Self Paced

Self-Paced

Linear Regression Data Science R Language