Free Online Linear Regression Courses & MOOCs

EdX

HarvardX,Harvard University

Data Science: Linear Regression (edX)

Statistics & Data Analysis Data Science

Dive into the world of Data Science with 'Data Science: Linear Regression' on edX. This course will equip you with the skills needed to implement linear regression models in R, a powerful tool used extensively across various fields for understanding relationships between variables and making predictions. Whether you're new to data science or looking to refine your analytical skills, this course offers an accessible yet thorough introduction.

Self Paced

Self-Paced

Linear Regression Data Science R Language

Machine Learning with Python: A Practical Introduction (edX)

EdX

IBM

Machine Learning with Python: A Practical Introduction (edX)

Statistics & Data Analysis Data Science

Embark on a practical journey into the world of Machine Learning with this hands-on Python course. Designed for beginners, it offers an in-depth exploration of both supervised and unsupervised learning methodologies, empowering you to harness data effectively and make accurate predictions.

Self Paced

Self-Paced

Python Machine Learning Regression

Coursera

The Hong Kong University of Science and Technology - HKUST

Python and Statistics for Financial Analysis (Coursera)

Economics & Finance Business

Dive into the world of finance with our Python and Statistics for Financial Analysis course, where you'll learn essential coding techniques and statistical principles tailored specifically for analyzing stock markets and other financial datasets. This course equips you with the tools needed to make informed decisions in the financial sector using Python's powerful data analysis capabilities.

Jul 13th 2026

4 Weeks

Python Statistics Inference

Coursera

Imperial College London

Mathematics for Machine Learning: Multivariate Calculus (Coursera)

Sci: Mathematics

Discover the fundamental principles of multivariate calculus and their application in machine learning with this beginner-friendly course. Gain a solid understanding of gradients, optimization techniques, and more, all crucial for developing sophisticated ML algorithms.

Jul 13th 2026

5-12 Weeks

Calculus Machine Learning Linear Regression

Coursera

Imperial College London

Linear Regression in R for Public Health (Coursera)

Health & Society Statistics & Data Analysis

Discover the art and science of preventing disease through organized efforts in society with our Linear Regression in R for Public Health course. Learn to create statistical models that describe how patient and environmental factors influence illness risk, starting from basic concepts like correlation and linear regression. This course will guide you through data importation, examination, and model fitting using the powerful R programming language.

Jul 13th 2026

4 Weeks

Public Health Linear Regression R Programming

Coursera

Johns Hopkins University

Multiple Regression Analysis in Public Health (Coursera)

Health & Society

Dive into Biostatistics with this advanced course that teaches you the application of statistical reasoning in life sciences, specifically focusing on Multiple Regression Analysis. This course is tailored for those working in Public Health who want to improve their data analysis skills and make informed decisions based on multiple variables impacting public health outcomes.

Jul 13th 2026

4 Weeks

Biostatistics Public Health Linear Regression

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.

Jul 13th 2026

4 Weeks

Data Analysis Linear Regression Data Science

Advanced Statistical Inference and Modelling Using R (edX)

EdX

University of Canterbury,UCx

Advanced Statistical Inference and Modelling Using R (edX)

Sci: Mathematics Statistics & Data Analysis

Expand your understanding of statistical analysis by delving into Advanced Statistical Inference and Modelling Using R. This course is designed for those who have a foundational grasp of linear regression and wish to apply their skills to more complex scenarios involving binary, count, or categorical responses, along with hierarchical experiments. Learn from experts and enhance your ability to perform advanced statistical analyses using the powerful programming language R.

Self Paced

Self-Paced

Modeling Data Analysis Linear Regression

Coursera

Johns Hopkins University

Modeling Data in the Tidyverse (Coursera)

Statistics & Data Analysis Data Science

Develop a deep understanding of modeling and analysis techniques essential for extracting valuable insights from your data. This course focuses on the powerful Tidyverse tools that will help you ask the right questions of your data and apply appropriate modeling approaches to uncover hidden patterns and relationships.

Jul 13th 2026

5-12 Weeks

Hypothesis Inference Data Analysis