What are the best statistics courses on Coursera?

Top statistics courses include Introduction to Statistics from Stanford University , Business Statistics and Analysis from Rice University , and Statistics with Python from the University of Michigan . These courses cover descriptive statistics, probability , hypothesis testing, and statistical modeling .

Can I learn statistics for free on Coursera?

Yes. Many statistics courses offer a free audit option, allowing you to access video lessons and reading materials without payment. If you want to complete assignments or earn a certificate, you’ll need to pay or apply for financial aid.

What will I learn in a statistics course?

You’ll learn how to collect, interpret, and present data; calculate key metrics like mean and standard deviation; and apply statistical techniques such as regression analysis , probability distributions , and confidence intervals. Some courses also include hands-on practice with Excel , R , or Python .

Do I need a strong math background to start learning statistics?

Not necessarily. Many Coursera statistics courses are designed for beginners and explain core concepts step by step. Some basic comfort with numbers is helpful, but you don’t need advanced math experience to get started.

Can learning statistics help me in my career?

Yes. Statistics is essential in fields like business , healthcare , data science , psychology , and research. Learning statistics on Coursera can help you analyze data, make informed decisions, and gain skills that are valuable in both academic and professional settings.

Top Statistics Courses - Learn Statistics Online

Skip to search results

Filter by

Subject
Required

Data Science(644)

Business(283)

Computer Science(82)

Information Technology(77)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(1,091)

Spanish(602)

French(556)

Portuguese (Brazil)(542)

Learning Product
Required

Guided Projects(129)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(876)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(27)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(176)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(29)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(3)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(24)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Postgraduate Diploma(1)

Complete graduate-level learning without committing to a full degree program.

Graduate Certificates(14)

Earn a university-issued career credential in a flexible, interactive format.

Level
Required

Beginner(608)

Intermediate(449)

Advanced(53)

Mixed(127)

Duration
Required

Less Than 2 Hours(156)

1-4 Weeks(437)

1-3 Months(461)

3-6 Months(181)

6-12 Months(18)

1-4 Years(24)

Skills
Required

Data Analysis(557)

Exploratory Data Analysis(430)

Statistical Analysis(370)

Probability & Statistics(276)

Subtitles
Required

English(1,117)

Spanish(642)

French(607)

Arabic(578)

Educator
Required

Coursera Project Network(129)

Johns Hopkins University(85)

University of Colorado Boulder(84)

Google Cloud(62)

Find the Best Statistics Course for Your Goals

Status: Free Trial
University of Colorado Boulder
Data Processing and Manipulation
Skills you'll gain: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Processing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis, Statistical Methods
Intermediate · Course · 1 - 4 Weeks
Northeastern University
Data Visualization with Python & R for Engineers
Skills you'll gain: Data Storytelling, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Graphing, Big Data, Data Transformation, Programming Principles, Python Programming, Data Structures, Scripting
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Logistic Regression and Prediction for Health Data
Skills you'll gain: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Statistical Modeling, Classification And Regression Tree (CART), Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Risk Analysis, Descriptive Statistics
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Data Preparation with Alteryx: Automating Analytics
Skills you'll gain: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Processing, Data Visualization, Automation, Exploratory Data Analysis, Analysis
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
SkillUp EdTech
The DMAIC Framework - Define and Measure Phase
Skills you'll gain: Process Capability, Statistical Analysis, Data Analysis, Project Management, Six Sigma Methodology, Statistics, Work Breakdown Structure, Lean Six Sigma, Process Analysis, Data Collection, Project Scoping, Performance Measurement, Customer experience improvement, Quality Improvement, Quality Control
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
University of Maryland, College Park
Digital Marketing Analytics
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Search Engine Marketing, Keyword Research, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Marketing Effectiveness, Online Advertising, Big Data, Customer Analysis, Key Performance Indicators (KPIs), Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Fred Hutchinson Cancer Center
Researcher's guide to DNA sequencing data
Skills you'll gain: Bioinformatics, Molecular Biology, Data Collection, Data Processing, Science and Research, Exploratory Data Analysis, Analysis, Research Methodologies, Research Design
3.5
Rating, 3.5 out of 5 stars
6 reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Investigating Epidemics like COVID-19: An Analyst's Guide
Skills you'll gain: Epidemiology, Health Disparities, Data Visualization, Public Health, Spatial Analysis, Public Health and Disease Prevention, Geographic Information Systems, Data Analysis, Statistical Analysis, Infectious Diseases, Risk Analysis, Microsoft Excel
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Codio
Visualizing Data & Communicating Results in R with RStudio
Skills you'll gain: Rmarkdown, Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, R Programming
Beginner · Course · 1 - 3 Months
Coursera Instructor Network
OpenAI: Consistent Response Strategies
Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, Generative AI, Technical Communication, Sampling (Statistics), Natural Language Processing, Performance Tuning
5
Rating, 5 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Conducting Exploratory Data Analysis
Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
SAS
Data Literacy in Practice
Skills you'll gain: Exploratory Data Analysis, Data Literacy, Data Storytelling, Data Analysis, Data Cleansing, Data Manipulation, Scatter Plots, Technical Communication, Histogram
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks

Searches related to statistics

statistics with python

statistics for data science

statistics for business

statistics for data analysis

statistics with r

statistics in psychological research

statistics for data science with python

statistics and data analysis with excel, part 1

1…84 85 86…107

In summary, here are 10 of our most popular statistics courses

Data Processing and Manipulation: University of Colorado Boulder
Data Visualization with Python & R for Engineers: Northeastern University
Logistic Regression and Prediction for Health Data: University of Michigan
Data Preparation with Alteryx: Automating Analytics: Coursera Project Network
The DMAIC Framework - Define and Measure Phase: SkillUp EdTech
Digital Marketing Analytics: University of Maryland, College Park
Researcher's guide to DNA sequencing data: Fred Hutchinson Cancer Center
Investigating Epidemics like COVID-19: An Analyst's Guide: Johns Hopkins University
Visualizing Data & Communicating Results in R with RStudio: Codio
OpenAI: Consistent Response Strategies: Coursera Instructor Network

Statistics Courses