Free Online Linear Regression 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.

Jun 29th 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.

Jun 29th 2026

3 Weeks

Linear Regression Statistical Inference Statistical Modeling

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.

Jun 29th 2026

4 Weeks

Market Analysis Linear Regression Data Visualization

Coursera

University of Colorado Boulder

Statistics and Data Analysis with Excel, Part 2 (Coursera)

Statistics & Data Analysis Data Science

Expand your understanding of statistics and learn how to apply complex analytical methods using Excel in this advanced course. Following on from 'Part 1', you'll delve deeper into probability, distributions, and more practical applications of statistical analysis.

Jun 29th 2026

5-12 Weeks

Statistics Excel Data Analysis

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.

Jun 29th 2026

4 Weeks

ML Machine Learning Classification

Coursera

Duke University

Linear Regression and Modeling (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Linear Regression and Modeling with our expert-led course. Master the basics and advanced techniques for analyzing relationships between variables in your data sets and predicting continuous outcomes effectively. Gain hands-on experience with R and RStudio to create, examine, and utilize regression models.

Jun 22nd 2026

4 Weeks

Statistics Regression Modeling

Coursera

University of Michigan

Applied Machine Learning in Python (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Applied Machine Learning with this hands-on Python course. Learn how to implement machine learning algorithms effectively, understand their practical applications, and harness the power of scikit-learn toolkit for real-world problem-solving.

Jun 22nd 2026

4 Weeks

Python ML Machine Learning

Coursera

IBM

Deep Neural Networks with PyTorch (Coursera)

Data Science

Dive into the world of deep learning and master the powerful PyTorch framework with our expert-led course. From understanding basic concepts like tensors and automatic differentiation, to implementing complex models such as convolutional networks and recurrent neural networks, you'll gain a thorough understanding of building state-of-the-art deep learning solutions.

Jun 22nd 2026

5-12 Weeks

Python ML Machine Learning

Coursera

University of Illinois at Urbana-Champaign

Accounting Data Analytics with Python (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Accounting Data Analytics with Python and unlock a powerful toolset to transform raw financial data into actionable insights. This course is designed for accounting professionals, finance enthusiasts, and data analysts who want to harness the potential of Python in their daily tasks.

Jun 22nd 2026

5-12 Weeks

Python SQL Linear Regression