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
Data Wrangling with Python Project
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Processing, Data Collection, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Visualization, Statistical Analysis, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Vanderbilt University
From Data to Decisions: Finding Patterns with AI
Skills you'll gain: Statistical Methods, Statistical Analysis, Generative AI, Statistical Hypothesis Testing, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Exploratory Data Analysis, Artificial Intelligence, Histogram, Technical Communication
Beginner · Course · 1 - 4 Weeks
University of Lausanne
HEALTHY URBAN SYSTEMS - PART 1
Skills you'll gain: Health Policy, Health Equity, Geographic Information Systems, Public Health, Health Systems, Community Health, Spatial Analysis, Systems Thinking, Environmental Issue, Data Management, Artificial Intelligence
Beginner · Course · 1 - 3 Months
Coursera Project Network
Machine/Deep Learning for Mining Quality Prediction-Enhanced
Skills you'll gain: Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Applied Machine Learning, Data Manipulation, Data Analysis, Random Forest Algorithm, Decision Tree Learning, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
Edureka
Mastering AI: Neural Nets, Vision System, Speech Recognition
Skills you'll gain: Computer Vision, Deep Learning, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Machine Learning Algorithms, Data-Driven Decision-Making, Matplotlib, Probability & Statistics, Image Analysis, Regression Analysis, Machine Learning, Plotly, Scikit Learn (Machine Learning Library), Statistical Analysis, Statistical Methods, Natural Language Processing, Artificial Neural Networks, Visualization (Computer Graphics), Artificial Intelligence
Intermediate · Specialization · 3 - 6 Months
Status: New
Coursera Project Network
Scripting with Alteryx: Python and R for Advanced Workflows
Skills you'll gain: Alteryx, Predictive Modeling, Scripting, R Programming, Predictive Analytics, Advanced Analytics, Trend Analysis, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Data Analysis, Employee Retention, Data Transformation, Risk Modeling
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Filtering and Sorting Data in Looker
Skills you'll gain: Looker (Software), Dashboard, Data Manipulation, Data Visualization, Data Analysis Expressions (DAX), Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
Johns Hopkins University
Ein Crashkurs in Datenwissenschaft
Skills you'll gain: Data Science, Data Management, Data Modeling, Data-Driven Decision-Making, Data Analysis, Project Design, Data Presentation, Exploratory Data Analysis, Machine Learning, Predictive Modeling, Statistical Inference
Mixed · Course · 1 - 4 Weeks
Universidades Anáhuac
Análisis de datos empresariales con R
Skills you'll gain: Business Analytics, R Programming, Statistical Analysis, Correlation Analysis, Data Analysis, Exploratory Data Analysis, Statistics, Unsupervised Learning, Advanced Analytics, Data Visualization, Dimensionality Reduction
Beginner · Course · 1 - 3 Months
Google Cloud
Looker Data Explorer - Qwik Start
Skills you'll gain: Looker (Software), Interactive Data Visualization, Dashboard, Data Visualization Software, Data Presentation, Exploratory Data Analysis, Data Access, Data Analysis
Beginner · Project · Less Than 2 Hours
Northeastern University
Healthcare Information Design and Visualizations
Skills you'll gain: Data Storytelling, Exploratory Data Analysis, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Tableau Software, Dashboard, Data Analysis, Data-Driven Decision-Making, Data Ethics, Technical Communication, Constructive Feedback, Design Elements And Principles
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Interactive Brokers
Introduction to Momentum Investing
Skills you'll gain: Market Trend, Technical Analysis, Risk Management, Market Data, Trend Analysis, Investment Management, Investments, Financial Trading, Portfolio Management, Equities
Beginner · Course · 1 - 4 Weeks

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

Data Wrangling with Python Project: University of Colorado Boulder
From Data to Decisions: Finding Patterns with AI: Vanderbilt University
HEALTHY URBAN SYSTEMS - PART 1: University of Lausanne
Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera Project Network
Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka
Scripting with Alteryx: Python and R for Advanced Workflows: Coursera Project Network
Filtering and Sorting Data in Looker: Google Cloud
Ein Crashkurs in Datenwissenschaft: Johns Hopkins University
Análisis de datos empresariales con R: Universidades Anáhuac
Looker Data Explorer - Qwik Start: Google Cloud

Statistics Courses