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

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
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
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
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
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
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
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
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
Universidades Anáhuac
Ciencia de Datos Aplicada al Marketing
Skills you'll gain: Data Processing, Data Analysis, Regression Analysis, SPSS, Marketing Analytics, Market Research, Business Intelligence, Statistical Analysis, Data Mining, Data-Driven Decision-Making, Quantitative Research, Exploratory Data Analysis, Market Analysis, Marketing Strategies, Consumer Behaviour, Microsoft Excel
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Johns Hopkins University
Foundations of Data Visualization
Skills you'll gain: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Foundations of Probability and Random Variables
Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Combinatorics, Data Analysis, Probability, Probability Distribution, Probability & Statistics, Bayesian Statistics, Applied Mathematics, Data Science, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML), Simulations
Intermediate · Course · 1 - 3 Months
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

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

Filtering and Sorting Data in Looker: Google Cloud
Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera Project Network
Ein Crashkurs in Datenwissenschaft: Johns Hopkins University
Alteryx Advanced: Packt
Looker Data Explorer - Qwik Start: Google Cloud
O Líder na Era do Digital e da Complexidade: Fundação Instituto de Administração
Healthcare Information Design and Visualizations: Northeastern University
Quantitative Research Methods: Tools for Data Analysis: Coursera Instructor Network
Ciencia de Datos Aplicada al Marketing: Universidades Anáhuac
Foundations of Data Visualization: Johns Hopkins University

Statistics Courses