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

École Polytechnique Fédérale de Lausanne

Geographical Information Systems - Part 1

Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, Spatial Analysis, NoSQL, Data Modeling, Global Positioning Systems, Databases, SQL, Data Storage, Relational Databases

Status: Free

Coursera Project Network

Building Candlestick Charts with Google Sheets

Skills you'll gain: Technical Analysis, Google Sheets, Market Data, Data Visualization, Trend Analysis, Web Scraping, Data Visualization Software

Status: Free Trial

University of Michigan

Data Collection: Online, Telephone and Face-to-face

Skills you'll gain: Surveys, Interviewing Skills, Data Collection, Sampling (Statistics), Unstructured Data, Research Methodologies, Data Capture, Qualitative Research, Data Validation, Data Quality

Status: Free Trial

Johns Hopkins University

Tidyverse Skills for Data Science in R

Skills you'll gain: Tidyverse (R Package), Ggplot2, Data Wrangling, Statistical Modeling, Exploratory Data Analysis, Plot (Graphics), R Programming, Data Import/Export, Predictive Modeling, Statistical Visualization, Sampling (Statistics), Data Visualization Software, Statistical Hypothesis Testing, Data Analysis, Data Manipulation, Data Modeling, Web Scraping, Data Integration, Data Cleansing, Data Transformation

University of Pennsylvania

Feeding the World

Skills you'll gain: Food and Beverage, Environmental Science, Food Safety and Sanitation, Nutrition and Diet, Manufacturing and Production, Production Process, Environment, Ethical Standards And Conduct, Trend Analysis, Infectious Diseases, Public Health, Economics

Status: Free

Coursera Project Network

Increase SEO Traffic with WordPress

Skills you'll gain: WordPress, Search Engine Optimization, Blogs, Web Analytics, Web Content, Keyword Research, Information Architecture, Content Management

Tufts University

Hypothesis Testing with Python and Excel

Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Business Analytics, Python Programming

Johns Hopkins University

Gestión del análisis de datos

Skills you'll gain: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Data Management, Management Reporting, Analytical Skills, Statistical Inference, Team Management, Statistical Modeling, Data Presentation, Team Leadership, Statistical Methods, Communication

Status: Free Trial

Johns Hopkins University

Clinical Trials Analysis, Monitoring, and Presentation

Skills you'll gain: Sample Size Determination, Clinical Trials, Clinical Research, Statistical Reporting, Biostatistics, Statistical Analysis, Advanced Analytics, Data Analysis, Statistical Methods, Patient Safety, Bayesian Statistics, Data Quality, Data Presentation

Status: Free Trial

University of Michigan

Digital Twins

Skills you'll gain: Manufacturing Operations, Production Planning, Digital Transformation, Technology Strategies, Business Modeling, Technology Roadmaps, Business Transformation, Product Lifecycle Management, Internet Of Things, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Trend Analysis, Risk Analysis, Systems Integration

Status: New

University of Colorado Boulder

Introduction to Bayesian Statistics for Data Science

Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Analytical Skills, Probability Distribution

Status: Free Trial

Icahn School of Medicine at Mount Sinai

Network Analysis in Systems Biology

Skills you'll gain: Bioinformatics, Unsupervised Learning, Network Analysis, Data Analysis, Molecular Biology, Statistical Analysis, Machine Learning Algorithms, Biology, Data Processing, Data Integration, R Programming, Unix Commands

Statistics Courses

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Find the Best Statistics Course for Your Goals

Geographical Information Systems - Part 1

Building Candlestick Charts with Google Sheets