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

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
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
Coursera Project Network
Aggregate Data in SQL using MySQL Workbench
Skills you'll gain: MySQL, SQL, MySQL Workbench, Query Languages, Descriptive Statistics, Data Analysis
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Looker Developer - Qwik Start
Skills you'll gain: Looker (Software), Data Modeling, Database Design, Query Languages, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
University of Michigan
Tobacco & Nicotine: Public Health, Science, Policy, and Law
Skills you'll gain: Health Policy, Lawsuits, Healthcare Industry Knowledge, Legal Strategy, Epidemiology, Health Disparities, Policy Analysis, Public Health, Policy Development, Law, Regulation, and Compliance, Preventative Care, Trend Analysis, Advocacy
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Edureka
Python for Data Visualization and Analysis
Skills you'll gain: Data Visualization, Exploratory Data Analysis, Matplotlib, Data Visualization Software, Seaborn, Statistical Visualization, Interactive Data Visualization, Plotly, Dashboard, Scatter Plots, Data Analysis, Pandas (Python Package), Histogram, Box Plots, Jupyter, NumPy, Web Applications
Intermediate · Course · 1 - 4 Weeks
Institut Mines-Télécom
Traitement d'images : introduction au filtrage
Skills you'll gain: Image Analysis, Computer Vision, Computer Graphics, Python Programming, Computer Programming, Medical Imaging, Mathematical Theory & Analysis, Plot (Graphics), Applied Mathematics, Probability & Statistics
Intermediate · Course · 1 - 3 Months
Status: Free Trial
American Psychological Association
Data Exploration in Psychology
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Plot (Graphics), Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Analysis, Graphing, Data Visualization Software, Probability & Statistics, Quantitative Research, Statistical Visualization, Statistics, Data Literacy
Beginner · Specialization · 3 - 6 Months
Google Cloud
Preparing and Aggregating Data for Visualizations using Cloud Dataprep
Skills you'll gain: Data Visualization Software, Data Wrangling, Data Manipulation, Data Import/Export, Data Transformation, Data Cleansing, Extract, Transform, Load, Sampling (Statistics)
Beginner · Project · Less Than 2 Hours
Google Cloud
Working with Notebooks in Vertex AI
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Virtual Machines, Machine Learning, Exploratory Data Analysis
Beginner · Course · 1 - 4 Weeks

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

Investigating Epidemics like COVID-19: An Analyst's Guide: Johns Hopkins University
OpenAI: Consistent Response Strategies: Coursera Instructor Network
Conducting Exploratory Data Analysis: Coursera Project Network
Data Literacy in Practice: SAS
Aggregate Data in SQL using MySQL Workbench: Coursera Project Network
Looker Developer - Qwik Start: Google Cloud
Tobacco & Nicotine: Public Health, Science, Policy, and Law: University of Michigan
Python for Data Visualization and Analysis: Edureka
Traitement d'images : introduction au filtrage: Institut Mines-Télécom
Data Exploration in Psychology: American Psychological Association

Statistics Courses