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

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
Johns Hopkins University
Ein Crashkurs in Datenwissenschaft
Skills you'll gain: Data Science, Data Management, Organizational Effectiveness, Data-Driven Decision-Making, Data Analysis, Project Design, Data Presentation, Exploratory Data Analysis, Machine Learning, Predictive Modeling, Statistical Inference
Mixed · Course · 1 - 4 Weeks
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, Trend Analysis, Peer Review
Beginner · Course · 1 - 4 Weeks
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
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
Status: Free Trial
Fundação Instituto de Administração
O Líder na Era do Digital e da Complexidade
Skills you'll gain: Complex Problem Solving, Business Leadership, Innovation, Leadership, Adaptability, Systems Thinking, Agile Methodology, Digital Transformation, Strategic Thinking, Organizational Change, Trend Analysis
4.8
Rating, 4.8 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
Packt
Alteryx Advanced
Skills you'll gain: Alteryx, Data Cleansing, Data Manipulation, Advanced Analytics, Data Wrangling, Data Transformation, Predictive Modeling, Data Processing, Machine Learning, Data Pipelines, Feature Engineering, Sampling (Statistics), Data Mining, Data Integration, Workflow Management, Complex Problem Solving
Intermediate · Course · 1 - 3 Months
Status: New
Coursera Instructor Network
Quantitative Research Methods: Tools for Data Analysis
Skills you'll gain: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Literacy, Data Analysis, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, R Programming, Data Presentation, Data Collection, Correlation Analysis, Data Ethics
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado System
Time, Change, and Decisions for Marketing
Skills you'll gain: Marketing Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Marketing Effectiveness, Forecasting, Marketing Strategies, Strategic Decision-Making, Time Series Analysis and Forecasting, Trend Analysis, Statistical Modeling, Simulation and Simulation Software, Predictive Analytics, Customer Analysis, Customer Engagement, Bayesian Statistics, Customer Retention, Reinforcement Learning, Probability Distribution
Intermediate · Course · 1 - 4 Weeks
Universidades Anáhuac
Análisis de datos empresariales con R
Skills you'll gain: R Programming, Business Analytics, Statistical Methods, Statistical Analysis, Advanced Analytics, Data-Driven Decision-Making, Statistical Software, Data Analysis, Unsupervised Learning, Exploratory Data Analysis, Data Visualization, Business Analysis
Beginner · Course · 1 - 3 Months
Status: Free Trial
Corporate Finance Institute
Regression Analysis - Fundamentals & Practical Applications
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Supervised Learning, Exploratory Data Analysis, Pandas (Python Package), Matplotlib
Advanced · Course · 1 - 3 Months

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statistics and data analysis with excel, part 1

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

HEALTHY URBAN SYSTEMS - PART 1: University of Lausanne
Ein Crashkurs in Datenwissenschaft: Johns Hopkins University
Looker Data Explorer - Qwik Start: Google Cloud
Healthcare Information Design and Visualizations: Northeastern University
Filtering and Sorting Data in Looker: Google Cloud
Introduction to Momentum Investing: Interactive Brokers
O Líder na Era do Digital e da Complexidade: Fundação Instituto de Administração
Alteryx Advanced: Packt
Quantitative Research Methods: Tools for Data Analysis: Coursera Instructor Network
Time, Change, and Decisions for Marketing: University of Colorado System

Statistics Courses