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

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Find the Best Statistics Course for Your Goals

Status: Free Trial
University of Colorado Boulder
Fundamental Tools of Data Wrangling
Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Transformation, Data Quality, Exploratory Data Analysis, Data Integration, Programming Principles, Python Programming, Scripting
4.6
Rating, 4.6 out of 5 stars
17 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Interpretable machine learning applications: Part 5
Skills you'll gain: Anomaly Detection, Exploratory Data Analysis, Predictive Modeling, Data Visualization, Machine Learning, Policy Analysis, Statistical Methods, Descriptive Statistics, Data Ethics, Probability & Statistics, Applied Machine Learning, Public Policies
4.4
Rating, 4.4 out of 5 stars
14 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
American Psychological Association
The Psychology of Gender and Sexuality
Skills you'll gain: Sociology, Psychology, Cultural Diversity, Human Development, Social Sciences, Biology, Trend Analysis, Statistical Analysis, Research
Beginner · Course · 3 - 6 Months
Coursera Project Network
K-Means Clustering 101: World Happiness Report
Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Economics, Policy, and Social Studies, Exploratory Data Analysis, Data Analysis
4.7
Rating, 4.7 out of 5 stars
18 reviews
Beginner · Guided Project · Less Than 2 Hours
Board Infinity
Data Visualization with Tableau
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Visualization Software, Interactive Data Visualization, Tableau Software, Data Transformation, Exploratory Data Analysis, Scatter Plots, Heat Maps, Histogram, Data Manipulation, Data Import/Export
3.7
Rating, 3.7 out of 5 stars
13 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Visualizing Data in the Tidyverse
Skills you'll gain: Ggplot2, Plot (Graphics), Statistical Visualization, Data Visualization Software, Exploratory Data Analysis, Data Presentation, Data Storytelling, Scatter Plots, Tidyverse (R Package), R Programming, Histogram, Animations, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
20 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
SkillUp EdTech
ASQ-Certified Six Sigma Green Belt (CSSGB) Exam Prep
Skills you'll gain: Exploratory Data Analysis, Statistical Process Controls, Six Sigma Methodology, Lean Methodologies, Statistical Hypothesis Testing, Process Capability, Lean Manufacturing, Statistical Analysis, Data Analysis, Continuous Improvement Process, Project Management, Statistics, Work Breakdown Structure, Lean Six Sigma, Operational Excellence, Process Analysis, Quality Improvement, Data Collection, Process Improvement, Stakeholder Management
4.4
Rating, 4.4 out of 5 stars
13 reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
University of Colorado Boulder
Crisis Management and Crisis Communication Consulting
Skills you'll gain: Crisis Management, Consulting, Management Consulting, Leadership, Leadership and Management, Business Leadership, Public Affairs, Corporate Communications, Strategic Communication, Communication Strategies, Trend Analysis, Continuous Monitoring
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Modern Topics in Condensed Matter Physics
Skills you'll gain: Advanced Mathematics, Physics, Physical Science, Science and Research, Mathematical Modeling
4.9
Rating, 4.9 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Universidad Nacional de Colombia
Patentes: un recorrido desde su significado hasta su búsqueda
Skills you'll gain: Intellectual Property, Statistical Analysis, Keyword Research, Regulation and Legal Compliance, Competitive Intelligence, Market Research, Data Analysis, Trend Analysis, Innovation, Databases
4.9
Rating, 4.9 out of 5 stars
37 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Illinois Tech
Variable Selection, Model Validation, Nonlinear Regression
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, Predictive Modeling, Advanced Analytics, Probability & Statistics, Data Validation
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
7 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Interpretable Machine Learning Applications: Part 4
Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Analysis, Google Cloud Platform, Jupyter, Decision Tree Learning, Data Processing, Exploratory Data Analysis, Machine Learning, Random Forest Algorithm, Statistical Visualization
4.7
Rating, 4.7 out of 5 stars
14 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Fundamental Tools of Data Wrangling: University of Colorado Boulder
Interpretable machine learning applications: Part 5: Coursera Project Network
The Psychology of Gender and Sexuality: American Psychological Association
K-Means Clustering 101: World Happiness Report: Coursera Project Network
Data Visualization with Tableau: Board Infinity
Visualizing Data in the Tidyverse: Johns Hopkins University
ASQ-Certified Six Sigma Green Belt (CSSGB) Exam Prep: SkillUp EdTech
Crisis Management and Crisis Communication Consulting : University of Colorado Boulder
Modern Topics in Condensed Matter Physics: University of Colorado Boulder
Patentes: un recorrido desde su significado hasta su búsqueda: Universidad Nacional de Colombia

Statistics Courses