15 Best Statistical Modeling Courses on Coursera
We compared 15 Statistical Modeling courses currently listed on Coursera, priced from $49.00 to $79.00. 7 come from a named university or institution, including University of Colorado Boulder, University of Leeds and Macquarie University. 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
- $49.00 – $79.00
- Providers
- Coursera
- Last updated
- 22 Sep 2026
How these 15 courses were chosen
Every course below is a real, currently listed course from Coursera, matched to "statistical modeling" 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 $49.00 to $79.00, as listed by the provider when we last updated the page.
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1
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 -
2
Apply Advanced Statistical Modeling Using SPSS
Offered by EDUCBA
Learners will be able to analyze complex datasets, interpret advanced statistical outputs, and apply predictive modeling techniques using SPSS 2024. By the end of this course, learners will confidently evaluate relations...
$49.00listed price -
3
Statistical Methods
Offered by University of Leeds
Build your statistics and probability expertise with this short course from the University of Leeds. The first week introduces you to statistics as the art and science of learning from data. Through multiple real-life ex...
$49.00listed price -
4
Statistics and Data Analysis with Excel
Offered by Macquarie University
Statistical literacy is a highly transferable professional skill. This Specialization offers a structured path from descriptive statistics to advanced predictive modelling using Microsoft Excel. Across three progressivel...
$49.00listed price -
5
Expressway to Data Science: Essential Math
Offered by University of Colorado Boulder
Data Science is growing rapidly, creating opportunities for careers across a variety of fields. This specialization is designed for learners embarking on careers in Data Science. Learners are provided with a concise over...
$49.00listed price -
6
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 -
7
Algebra and Differential Calculus for Data Science
Offered by University of Colorado Boulder
Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Calculus concepts that you will need fo...
$49.00listed price -
8
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 -
9
Data Science: Statistics and Machine Learning
Offered by Johns Hopkins University
Build models, make inferences, and deliver interactive data products. This specialization continues and develops on the material from the Data Science: Foundations using R specialization. It covers statistical inference,...
$49.00listed price -
10
Statistical Methods for Computer Science
Offered by Johns Hopkins University
This Specialization is intended for students and professionals in computer science and data science seeking to develop advanced skills in probability and statistical modeling. Through three comprehensive courses, you wil...
$49.00listed price -
11
Foundations of Probability and Random Variables
Offered by Johns Hopkins University
The course "Foundations of Probability and Random Variables" introduces fundamental concepts in probability and random variables, essential for understanding computational methods in computer science and data science. Th...
$49.00listed price -
12
Modeling and Predicting Climate Anomalies
Offered by University of Colorado Boulder
In this specialization, you’ll gain a comprehensive foundation in climate change policies, statistical modeling, and machine learning, all applied to the context of global climate challenges. You will learn how to critic...
$49.00listed price -
13
Data Literacy
Offered by Johns Hopkins University
This specialization is intended for professionals seeking to develop a skill set for interpreting statistical results. Through four courses and a capstone project, you will cover descriptive statistics, data visualizatio...
$49.00listed price -
14
Data Analysis with R
Offered by Duke University
In this Specialization, you will learn to analyze and visualize data in R and create reproducible data analysis reports, demonstrate a conceptual understanding of the unified nature of statistical inference, perform freq...
$49.00listed price -
15
Statistics with Python
Offered by University of Michigan
This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language. Learners will learn where data come from, what types of data can be col...
$49.00listed price
Best Statistical Modeling Courses on Coursera compared
| # | Course | Provider | Offered by | Price | |
|---|---|---|---|---|---|
| 1 | Statistical Modeling for Data Science Applications | Coursera | University of Colorado Boulder | $79.00 | View → |
| 2 | Apply Advanced Statistical Modeling Using SPSS | Coursera | EDUCBA | $49.00 | View → |
| 3 | Statistical Methods | Coursera | University of Leeds | $49.00 | View → |
| 4 | Statistics and Data Analysis with Excel | Coursera | Macquarie University | $49.00 | View → |
| 5 | Expressway to Data Science: Essential Math | Coursera | University of Colorado Boulder | $49.00 | View → |
| 6 | Linear Regression in R for Public Health | Coursera | Imperial College London | $49.00 | View → |
| 7 | Algebra and Differential Calculus for Data Science | Coursera | University of Colorado Boulder | $49.00 | View → |
| 8 | Quantifying Relationships with Regression Models | Coursera | Johns Hopkins University | $49.00 | View → |
| 9 | Data Science: Statistics and Machine Learning | Coursera | Johns Hopkins University | $49.00 | View → |
| 10 | Statistical Methods for Computer Science | Coursera | Johns Hopkins University | $49.00 | View → |
| 11 | Foundations of Probability and Random Variables | Coursera | Johns Hopkins University | $49.00 | View → |
| 12 | Modeling and Predicting Climate Anomalies | Coursera | University of Colorado Boulder | $49.00 | View → |
| 13 | Data Literacy | Coursera | Johns Hopkins University | $49.00 | View → |
| 14 | Data Analysis with R | Coursera | Duke University | $49.00 | View → |
| 15 | Statistics with Python | Coursera | University of Michigan | $49.00 | View → |
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 $49.00 to $79.00, with the middle of the range around $49.00 — a spread of $30.00. 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 University of Colorado Boulder, University of Leeds and Macquarie University — 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 22 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.