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
Duke University
Data Tidying and Importing with R
Skills you'll gain: Web Scraping, Data Wrangling, Tidyverse (R Package), Data Manipulation, Data Import/Export, Data Cleansing, R Programming, Data Transformation, Data Literacy, Exploratory Data Analysis, Data Ethics
Beginner · Course · 1 - 4 Weeks
University of California, Irvine
데이터 스토리텔링
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Correlation Analysis, Data Ethics, Data Analysis, Advanced Analytics
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Fundação Instituto de Administração
Pesquisa de Mercado com Métodos Quantitativos
Skills you'll gain: Quantitative Research, Survey Creation, Sampling (Statistics), Data Collection, Market Research, Data Analysis, Research Methodologies, Statistical Analysis, Data Quality
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Tecnológico de Monterrey
Fundamentos del emprendimiento en la empresa familiar
Skills you'll gain: Value Propositions, Market Opportunities, Entrepreneurship, New Product Development, Business Modeling, Innovation, Business Development, Business Strategy, Business Transformation, Presentations, Succession Planning, Trend Analysis, Leadership
Advanced · Course · 1 - 3 Months
Coursera Project Network
Analyze Sales Data with LibreOffice Base Queries
Skills you'll gain: Customer Analysis, Regional Sales, Sales, Data Analysis Software, Query Languages, Trend Analysis, Databases, Customer Insights, Performance Analysis, Market Opportunities, Product Assortment
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
American Psychological Association
Intro to Null Hypothesis Significance Testing with z-test
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Data Literacy, Analytical Skills
Beginner · Course · 1 - 3 Months
Status: New
Maven Analytics
Complete Visual Guide to Machine Learning
Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Data Mining, Workflow Management, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Histogram, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Quality Assurance, Random Forest Algorithm
Beginner · Course · 1 - 3 Months
Google Cloud
Bracketology with Google Machine Learning
Skills you'll gain: Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
Status: New
Status: Free Trial
University of Colorado Boulder
BiteSize Python: NumPy and Pandas
Skills you'll gain: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Cleansing, Statistical Methods, Data Analysis, Exploratory Data Analysis
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Análisis Exploratorio de Datos con Python
Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Dataprep: Qwik Start
Skills you'll gain: Data Cleansing, Exploratory Data Analysis, Data Manipulation, Data Transformation, Data Quality, Data Visualization, Data Analysis, Google Cloud Platform
Beginner · Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Baseball into the Millennium
Skills you'll gain: Culture, Social Studies, World History, Cultural Diversity, Socioeconomics, Labor Law, Public Safety and National Security, Trend Analysis, Economics, Business Economics
Beginner · Course · 1 - 4 Weeks

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

Data Tidying and Importing with R: Duke University
데이터 스토리텔링: University of California, Irvine
Pesquisa de Mercado com Métodos Quantitativos: Fundação Instituto de Administração
Fundamentos del emprendimiento en la empresa familiar: Tecnológico de Monterrey
Analyze Sales Data with LibreOffice Base Queries: Coursera Project Network
Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
Complete Visual Guide to Machine Learning: Maven Analytics
Bracketology with Google Machine Learning: Google Cloud
BiteSize Python: NumPy and Pandas: University of Colorado Boulder
Análisis Exploratorio de Datos con Python: Coursera Project Network

Statistics Courses