Free Online Regression Models Courses & MOOCs

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.

Jul 3rd 2026

4 Weeks

Python Data Analysis Linear Regression

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.

Jun 29th 2026

4 Weeks

Statistics Regression Linear Regression

Coursera

University of Pennsylvania

Fundamentals of Quantitative Modeling (Coursera)

Management & Leadership Economics & Finance

Discover the power of numbers in business with 'Fundamentals of Quantitative Modeling'. This course will equip you with essential skills for interpreting spreadsheets, analyzing past performance, and predicting future outcomes using quantitative modeling. Whether you're new to data analysis or looking to refine your existing skills, this course offers a structured approach to mastering the art and science of putting data to work.

Jun 29th 2026

4 Weeks

Regression Models Optimization Linear Models

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

Arizona State University

Response Surfaces, Mixtures, and Model Building (Coursera)

Data Science

Dive into the world of optimization and process improvement with our 'Response Surfaces, Mixtures, and Model Building' course. This course is designed for professionals looking to enhance their skills in identifying key factors affecting a system's output and optimizing those factors to achieve the best possible results. Through factorial experiments and response surface methodology, you'll learn how to screen important factors, build predictive models, and ultimately drive process optimization.

Jun 29th 2026

4 Weeks

Regression Models Design of Experiments Specialization Response Surface

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

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

Coursera

Microsoft

Microsoft Azure Machine Learning (Coursera)

Data Science

Dive into the world of artificial intelligence with this Coursera course on Microsoft Azure Machine Learning. Learn how to leverage automated machine learning to build powerful predictive models without extensive coding. Perfect for data scientists and AI enthusiasts looking to streamline their model creation process.

Jun 29th 2026

4 Weeks

Machine Learning Clustering Regression Models

Coursera

Macquarie University

Excel Regression Models for Business Forecasting (Coursera)

Business

Unlock the potential of Excel Regression Models with our comprehensive course designed for aspiring and experienced professionals alike. Dive into the world of causality in business forecasting, where you'll learn to harness regression models to accurately predict future outcomes based on identified influential variables. Perfect for those looking to enhance their strategic planning skills using data-driven insights.

Jun 29th 2026

4 Weeks

Excel Business Strategy Regression Models