15 Best Linear Regression Courses on Coursera
We compared 15 Linear Regression courses currently listed on Coursera, priced from $9.99 to $99.00. 7 come from a named university or institution, including Imperial College London, University of Michigan and IBM. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 15
- Price range
- $9.99 – $99.00
- Providers
- Coursera
- Last updated
- 18 Sep 2026
How these 15 courses were chosen
Every course below is a real, currently listed course from Coursera, matched to "linear regression" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $9.99 to $99.00, as listed by the provider when we last updated the page.
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1
Linear Regression in R for Public Health
Offered by Imperial College London
Welcome to Linear Regression in R for Public Health! Public Health has been defined as “the art and science of preventing disease, prolonging life and promoting health through the organized efforts of society”. Knowing w...
$49.00listed price -
2
Linear Regression Modeling for Health Data
Offered by University of Michigan
This course provides learners with a first look at the world of statistical modeling. It begins with a high-level overview of different philosophies on the question of 'what is a statistical model' and introduces learner...
$49.00listed price -
3
Python: Master House Price Prediction with Linear Regression
Offered by EDUCBA
Master the complete workflow of house price prediction with linear regression in Python through a practical, project-based learning experience. In this course, you will learn how to prepare housing datasets, apply data p...
$49.00listed price -
4
Linear Regression & Predictive Modeling with SPSS
Offered by EDUCBA
Master the fundamentals and practical applications of linear regression while building predictive models using SPSS and Excel. In this hands-on course, you will learn how to construct regression models, interpret statist...
$49.00listed price -
5
Introduction to Linear Regression Training
Offered by Simplilearn
This foundational course on linear regression equips you with the essential knowledge and hands-on skills to build predictive models. Begin with core ML concepts and algorithms, then progress to simple and multiple linea...
$49.00listed price -
6
Linear Regression with R: Build & Optimize
Offered by EDUCBA
Build a strong foundation in Linear Regression with R and learn how to develop, evaluate, and optimize predictive models for data-driven decision-making. This course takes you through a structured learning journey, begin...
$49.00listed price -
7
Building Statistical Models in R: Linear Regression
Offered by Coursera
Welcome to this project-based course Building Statistical Models in R: Linear Regression. This is a hands-on project that introduces beginners to the world of statistical modeling. In this project, you will learn the bas...
$9.99listed price -
8
Simple Linear Regression for the Absolute Beginner
Offered by Coursera
Hello everyone and welcome to this hands-on guided project on simple linear regression for the absolute beginner. In simple linear regression, we predict the value of one variable Y based on another variable X. X is call...
$9.99listed price -
9
AI Workflow: Machine Learning, Visual Recognition and NLP
Offered by IBM
This is the fourth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a wo...
$99.00listed price -
10
Introduction to Predictive Modeling
Offered by University of Minnesota
Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s Analytics for Decision Making specialization. This course will introduce to you the concepts, processes, and applications...
$49.00listed price -
11
Regression Modeling in Practice
Offered by Wesleyan University
This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables...
$79.00listed price -
12
Mathematics for Machine Learning: Multivariate Calculus
Offered by Imperial College London
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slop...
$49.00listed price -
13
Quantifying Relationships with Regression Models
Offered by Johns Hopkins University
This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivari...
$49.00listed price -
14
Statistics and Applied Data Analysis
Offered by University of Colorado Boulder
A comprehensive understanding of statistics and data analysis is paramount for the fields of data science, data analytics, and machine learning. In the first course of this specialization, you will learn traditional and...
$49.00listed price -
15
Statistical Analysis with R for Public Health
Offered by Imperial College London
Statistics are everywhere. The probability it will rain today. Trends over time in unemployment rates. The odds that India will win the next cricket world cup. In sports like football, they started out as a bit of fun bu...
$49.00listed price
Best Linear Regression Courses on Coursera compared
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 15 priced courses on this page run from $9.99 to $99.00, with the middle of the range around $49.00 — a spread of $89.01. The options are closely priced, so cost is unlikely to be your deciding factor. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Coursera. Everything on this page is sold on the one platform, so the buying experience is the same whichever you pick. 7 of these are produced by a named university or institution, including Imperial College London, University of Michigan and IBM — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 18 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.