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
American Psychological Association
Measures of Correlation and Contingency
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Quantitative Research, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
American Psychological Association
Chi-Square Tests of Hypotheses About Frequency Tables
Skills you'll gain: Statistical Hypothesis Testing, Quantitative Research, Statistical Software, Statistical Analysis, Data Analysis, Probability & Statistics, Statistical Methods, Analytical Skills, Statistics, Psychology, Research
Beginner · Course · 1 - 3 Months
Google Cloud
Offloading Financial Mainframe Data into BigQuery and Elastic Search
Skills you'll gain: Dashboard, Kibana, Google Cloud Platform, Cloud Computing, Data Import/Export, Financial Data, Mainframe Computing, Dataflow, Big Data, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
Status: New
Status: Free Trial
Packt
Mastering Machine Learning Algorithms using Python
Skills you'll gain: Dimensionality Reduction, Exploratory Data Analysis, Unsupervised Learning, Deep Learning, Random Forest Algorithm, Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, Data Processing, Predictive Modeling, NumPy, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Machine Learning Algorithms, Machine Learning, Regression Analysis
Intermediate · Specialization · 3 - 6 Months
Fundação Instituto de Administração
Modelos de Atribuição
Skills you'll gain: Resource Allocation, Customer Analysis, Marketing Channel, Marketing Effectiveness, Data Modeling, Sales Strategy, Web Analytics, Big Data, Business Strategy, Marketing Strategies, Cross-Channel Marketing, Marketing Analytics, Data Management
Beginner · Course · 1 - 4 Weeks
Google Cloud
Data Analysis with the FraudFinder Workshop
Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Anomaly Detection, Application Deployment, Data Store, Jupyter, Google Cloud Platform, Predictive Modeling, Data Analysis, Data Processing, Data Warehousing, Continuous Monitoring, Statistical Modeling
Beginner · Project · Less Than 2 Hours
Status: New
Status: Free Trial
Packt
Foundations of ML & Python for Data Science
Skills you'll gain: Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Descriptive Statistics, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Probability
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
GenAI for Customer Insights
Skills you'll gain: Customer Insights, Customer Analysis, Customer experience strategy (CX), Generative AI, User Feedback, Customer Data Management, Personalized Service, Customer Engagement, Business Intelligence, Trend Analysis, Data-Driven Decision-Making, Predictive Analytics, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
Responsible AI: Transparency & Ethics
Skills you'll gain: Data Ethics, Artificial Intelligence, Compliance Management, Risk Mitigation, Regulatory Compliance, OpenAI, Ethical Standards And Conduct, Predictive Modeling, Business Ethics, Feature Engineering, Machine Learning, Diversity and Inclusion, Prompt Engineering, Exploratory Data Analysis, Auditing, Governance
Intermediate · Course · 1 - 4 Weeks
IE Business School
Competitive Interactions and Disruptive Change
Skills you'll gain: Market Dynamics, Competitive Analysis, Market Trend, Market Share, Trend Analysis, Market Analysis, Market Intelligence, Business Economics, Strategic Marketing, Business Strategies, Strategic Thinking, Benchmarking
Beginner · Course · 1 - 4 Weeks
Google Cloud
Employing Best Practices for Improving the Usability of LookML Projects
Skills you'll gain: Looker (Software), Maintainability, Usability Testing, Exploratory Data Analysis, Data Dictionary, Data Literacy
Intermediate · Project · Less Than 2 Hours
IIT Roorkee
Data Mining for Smart Cities
Skills you'll gain: Unsupervised Learning, Supervised Learning, Anomaly Detection, Data Mining, Machine Learning Algorithms, Data Processing, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, NumPy, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks
Beginner · Course · 1 - 3 Months

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

Measures of Correlation and Contingency: American Psychological Association
Chi-Square Tests of Hypotheses About Frequency Tables: American Psychological Association
Offloading Financial Mainframe Data into BigQuery and Elastic Search: Google Cloud
Mastering Machine Learning Algorithms using Python: Packt
Modelos de Atribuição: Fundação Instituto de Administração
Data Analysis with the FraudFinder Workshop: Google Cloud
Foundations of ML & Python for Data Science: Packt
GenAI for Customer Insights: Coursera Instructor Network
Responsible AI: Transparency & Ethics: Coursera Instructor Network
Competitive Interactions and Disruptive Change: IE Business School

Statistics Courses