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 take free statistics courses on Coursera?

Yes. You can start learning statistics on Coursera for free in two ways: Preview the first module of many statistics courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available). Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial. If you want to keep learning, earn a certificate in statistics, or unlock full course access after the preview or trial, you can upgrade 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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Statistics For Data Science

Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference

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Basic Statistics in Python (Correlations and T-tests)

Skills you'll gain: Box Plots, Correlation Analysis, Exploratory Data Analysis, Data Cleansing, Descriptive Statistics, Scatter Plots, Data Manipulation, Statistical Analysis, Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Pandas (Python Package), Data Analysis, Data Import/Export, Python Programming

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Create Charts and Dashboards Using Microsoft Excel

Skills you'll gain: Dashboard, Microsoft Excel, Spreadsheet Software, Data Visualization, Microsoft 365, Trend Analysis, Data Analysis

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Investment Risk Management

Skills you'll gain: Portfolio Management, Risk Modeling, Investment Management, Risk Analysis, Risk Management, Financial Analysis, Finance, Return On Investment, Investments, Statistics

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Introduction to Business Analysis Using Spreadsheets: Basics

Skills you'll gain: Google Sheets, Spreadsheet Software, Data Visualization, Excel Formulas, Data Manipulation, Data Analysis, Data Visualization Software, Descriptive Statistics, Data Cleansing, Exploratory Data Analysis, Business Analysis, Data Transformation

Coursera Project Network

Compare Stock Returns with Google Sheets

Skills you'll gain: Google Sheets, Risk Analysis, Spreadsheet Software, Quantitative Research, Risk Management, Financial Analysis, Equities, Portfolio Management, Performance Measurement

Statistics Courses

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