Free Online Linear Regression Courses & MOOCs

Coursera

University of Michigan

Introduction to Machine Learning in Sports Analytics (Coursera)

Statistics & Data Analysis Data Science

Dive deep into the world of sports analytics with our Introduction to Machine Learning in Sports Analytics course. Gain expertise in applying machine learning techniques using Python's scikit-learn toolkit on real-world athletic datasets. Explore various algorithms and learn how to predict outcomes in professional sports, enhancing your understanding and skills in data analysis.

Nov 2nd 2026

4 Weeks

Machine Learning Linear Regression Logistic Regression

Coursera

Universidade de São Paulo, Brasil

Econometria Básica Aplicada (Coursera)

Economics & Finance Social Sciences

Este curso oferece uma introdução prática à econometria, focando na aplicação de métodos de estimação em modelos lineares que relacionam variáveis econômicas. Aprenda a entender e testar hipóteses econômicas com base em análise de dados.

Nov 2nd 2026

5-12 Weeks

Econometrics Linear Regression Statistical Inference

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.

Nov 2nd 2026

5-12 Weeks

Data Modeling Linear Regression ANOVA

Coursera

University of Michigan

Linear Regression Modeling for Health Data (Coursera)

Statistics & Data Analysis Data Science

Dive into the fundamentals of statistical modeling and linear regression analysis tailored specifically for health data. This course offers a structured approach to understanding and applying key concepts like t-tests and multiple regression models to analyze continuous outcomes in healthcare scenarios. Perfect for professionals looking to refine their skills in data interpretation and application within the medical field.

Nov 2nd 2026

3 Weeks

Linear Regression Statistical Inference Statistical Modeling

Coursera

EDUCBA

Regression & Forecasting for Data Scientists using Python (Coursera)

CS: Information & Technology Data Science

Dive into the world of data science with our Regression & Forecasting for Data Scientists using Python course. This expert-led program will equip you with advanced skills in regression analysis, time-series forecasting, and linear modeling, all while utilizing Python as a powerful tool. Whether you're aiming to improve business decisions or predict market trends, this course is your gateway to unlocking the predictive power of data.

Nov 2nd 2026

4 Weeks

Python Regression Linear Regression

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.

Nov 2nd 2026

4 Weeks

Market Analysis Linear Regression Data Visualization

Coursera

University of Pennsylvania

Machine Learning Essentials (Coursera)

Data Science

Dive into the world of Machine Learning with our beginner-friendly course. Gain a solid foundation in key ML techniques such as linear regression and classification. Master these skills by completing hands-on coding exercises in Python. Perfect for those new to machine learning who want to solve real-world problems using statistical learning methods.

Nov 2nd 2026

4 Weeks

ML Machine Learning Classification

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.

Oct 26th 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.

Oct 26th 2026

5-12 Weeks

Python Algorithms Machine Learning