Free Online Regression Analysis Courses & MOOCs

Coursera

University of California, Irvine

Predictive Modeling, Model Fitting, and Regression Analysis (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data prediction with our Predictive Modeling, Model Fitting, and Regression Analysis course. Gain expertise in developing effective models for historical and future data analysis, understanding both supervised and unsupervised learning methods, and applying linear regression techniques to achieve business objectives.

Jul 27th 2026

4 Weeks

Data Analysis Data Science Regression Analysis

Coursera

Microsoft

Microsoft Azure Machine Learning for Data Scientists (Coursera)

Data Science

Dive into the world of advanced analytics with 'Microsoft Azure Machine Learning for Data Scientists' – a Coursera course tailored for data science professionals eager to simplify their model-building journey. This course equips you with the skills needed to harness automated machine learning on Microsoft Azure, enabling efficient creation and publication of predictive models without heavy coding.

Jul 27th 2026

4 Weeks

Machine Learning Microsoft Azure Regression Analysis

Coursera

Google

Regression Analysis: Simplify Complex Data Relationships (Coursera)

Statistics & Data Analysis Data Science

Discover how to simplify complex data relationships with our comprehensive Regression Analysis course. Designed for aspiring data professionals, this course will guide you through the essential methods of data modeling, including linear regression, analysis of variance (ANOVA), and logistic regression. By mastering these techniques, you'll be equipped to approach business problems with a structured analytical framework.

Jul 27th 2026

5-12 Weeks

Data Modeling Linear Regression ANOVA

Coursera

University of Colorado Boulder

Regression Modeling for Marketers (Coursera)

Statistics & Data Analysis Data Science

Dive into 'Regression Modeling for Marketers', an insightful course that equips you with essential skills in statistical modeling. Master the art of using linear regression models to analyze market behavior, forecast consumer responses, and optimize marketing campaigns based on real-world data.

Jul 27th 2026

4 Weeks

Market Analysis Linear Regression Data Visualization

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.

Jul 20th 2026

4 Weeks

Statistics Regression Linear Regression

Coursera

The Chinese University of Hong Kong

Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话) (Coursera)

Statistics & Data Analysis

Dive into the world of Structural Equation Modeling (SEM), a powerful statistical tool that bridges the gap between theory and empirical data analysis across diverse disciplines. This course will guide you through understanding SEM's principles, applying it in real-world scenarios, and leveraging its capabilities to explore intricate relationships among variables. Whether you're in sociology, psychology, education, economics, management, or marketing research, this course equips you with the skills to analyze complex systems and make informed decisions based on robust data.

Jul 20th 2026

5-12 Weeks

Data Analysis LISREL Regression Analysis

Coursera

University of Pennsylvania

Customer Analytics (Coursera)

Statistics & Data Analysis Data Science

Discover the art and science of understanding customer behavior through data with Customer Analytics. This course, led by Wharton’s leading marketing experts, explores the use of analytics in describing past behaviors, predicting future trends, and prescribing new strategies based on real-world examples from industry giants like Amazon, Google, and Starbucks.

Jul 20th 2026

5-12 Weeks

Data Google Business Strategy

Coursera

University of Virginia

Marketing Analytics (Coursera)

Marketing & Communication Business

Dive into the world of Marketing Analytics with this comprehensive online course from Coursera. Master the art of interpreting data to make informed decisions that drive business growth and optimize your marketing strategies for maximum return on investment (ROI). Gain valuable skills in measuring, managing, and analyzing marketing performance to uncover customer trends and preferences.

Jul 20th 2026

5-12 Weeks

Marketing Regression Data Analysis

Coursera

University of Colorado Boulder

Predictive Modeling and Analytics (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of predictive modeling and analytics with our specialized online course. Gain a solid foundation in essential techniques used for making precise forecasts from your data. This course is perfect for those looking to enhance their skills in exploratory data analysis, preparing datasets for predictive models, and applying statistical or machine learning methodologies.

Jul 20th 2026

4 Weeks

Data Analysis Analytics Data Cleaning