Free Online Regression Analysis Courses & MOOCs

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.

Aug 24th 2026

5-12 Weeks

Data Modeling Linear Regression ANOVA

Coursera

Illinois Tech

Linear Regression (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data-driven decision making with our Linear Regression course. Designed for those with a background in mathematics, statistics, computer science, or engineering, this course will equip you with essential skills to analyze and predict outcomes using statistical models. Whether you're aiming for a career shift into finance, retail, tech, healthcare, government, or any other data-centric industry, this course provides the foundation you need.

Aug 24th 2026

4 Weeks

Statistics Probability 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.

Aug 24th 2026

4 Weeks

Market Analysis Linear Regression Data Visualization

Coursera

FIA Business School

Data Analysis for Business (Coursera)

Business

Dive into the world of data-driven decision making with our Data Analysis for Business course on Coursera. This course is designed for professionals looking to enhance their ability to analyze data and use insights to inform strategic business decisions. Whether you're new to data analysis or seeking to deepen your expertise, this program offers a blend of theory and practical applications that will equip you with the skills needed to succeed in today's data-centric business environment.

Aug 24th 2026

5-12 Weeks

Business Data Analysis Statistical Inference

Coursera

University of Amsterdam

Inferential Statistics (Coursera)

Statistics & Data Analysis Data Science

Dive into Inferential Statistics, a comprehensive Coursera course that teaches you how to draw accurate conclusions about populations using statistical analyses of samples. Learn the principles of significance testing and apply various statistical tests to diverse datasets.

Jul 6th 2026

5-12 Weeks

Statistics Social Sciences Data Analysis

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

University of Illinois at Urbana-Champaign

Data Modeling and Regression Analysis in Business (Coursera)

Management & Leadership Business

Dive into the world of Data Modeling and Regression Analysis in Business with this specialized Coursera course. Whether you're a manager looking to harness the power of data or an aspiring analyst eager to refine your skills, this course offers a structured pathway to understanding key concepts like data description, statistical inference, and regression analysis. By the end of this course, you'll be equipped with the tools needed for effective prediction and decision-making in business settings.

Sep 11th 2023

4 Weeks

Business Regression Data Modeling

Coursera

IBM

O que é ciência de dados? (Coursera)

Statistics & Data Analysis Data Science

Este curso apresenta uma introdução ao fascinante mundo da Ciência de Dados, mostrando como profissionais utilizam técnicas avançadas para analisar e interpretar grandes volumes de dados. Desde os antigos egípcios até a era digital atual, a ciência de dados evoluiu significativamente, permitindo a previsão de fenômenos naturais e o aumento da eficiência em várias indústrias.

Sep 11th 2023

3 Weeks

Machine Learning Regression Analytics

OpenHPI

Hasso-Plattner-Institut

Introduction to Bayesian Data Analysis (openHPI)

Statistics & Data Analysis Data Science

Embark on a journey into the world of Bayesian data analysis with our free course designed for those familiar with R programming language. This course will guide you through basic concepts such as random variables, probability distributions, and Bayes' theorem, applying these principles to simple data analysis problems. You'll delve into regression modeling using the brms package and gain a brief introduction to hierarchical models. Ideal for anyone who has previously engaged in frequentist data analysis.

Jan 25th 2023

5-12 Weeks

Data Analysis Regression Modeling Regression Analysis