15 Best Linear Regression Courses on Coursera
We compared 15 Linear Regression courses currently listed on Coursera, priced from $9.99 to $158.00. 8 come from a named university or institution, including Imperial College London, University of Michigan and The Hong Kong University of Science and Technology. 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 – $158.00
- Providers
- Coursera
- Last updated
- 30 Aug 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.
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 $158.00, 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 -
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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
Coursera MOOC / Non-creditPython: 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 -
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4
Coursera MOOC / Non-creditLinear 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 -
5
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 -
6
Coursera MOOC / Non-creditLinear 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 -
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7
Coursera MOOC / Non-creditIntroduction 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 -
8
Coursera MOOC / Non-creditSimple 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
Python and Statistics for Financial Analysis
Offered by The Hong Kong University of Science and Technology
Course Overview: https://youtu.be/JgFV5qzAYno Python is now becoming the number 1 programming language for data science. Due to python’s simplicity and high readability, it is gaining its importance in the financial indu...
$49.00listed price -
10
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 -
11
Statistical Modeling for Data Science Applications
Offered by University of Colorado Boulder
Statistical modeling lies at the heart of data science. Well crafted statistical models allow data scientists to draw conclusions about the world from the limited information present in their data. In this three credit s...
$79.00listed price -
12
Accounting Data Analytics with Python
Offered by University of Illinois Urbana-Champaign
This course focuses on developing Python skills for assembling business data. It will cover some of the same material from Introduction to Accounting Data Analytics and Visualization, but in a more general purpose progra...
$158.00listed price -
13
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 -
14
Modeling Climate Anomalies with Statistical Analysis
Offered by University of Colorado Boulder
This course introduces the use of statistical analysis in Python programming to study and model climate data, specifically with the SciPy and NumPy package. Topics include data visualization, predictive model development...
$49.00listed price -
15
Practical Data Science for Data Analysts
Offered by Corporate Finance Institute
This specialization covers essential skills in Python programming, data preparation, and foundational machine learning techniques such as linear regression and classification, providing a well-rounded introduction to dat...
$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.