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 Maryland, College Park
Cómo manejar datos faltantes
Skills you'll gain: Sampling (Statistics), Data Quality, Stata, Statistical Analysis, Statistical Software, Statistical Methods, Data Analysis, Regression Analysis, Data Integrity, R Programming
Mixed · Course · 1 - 3 Months
Status: Free Trial
Johns Hopkins University
Data Science Decisions in Time: Using Causal Information
Skills you'll gain: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Decision Tree Learning, Business Analytics, Data Science, Strategic Decision-Making, Regression Analysis, Random Forest Algorithm, Medical Science and Research, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Interests of the average Facebook User
Skills you'll gain: Target Audience, Facebook, Social Media, Persona Development, Social Media Marketing, Social Media Strategy, Customer Insights, Presentations, Web Analytics, Marketing Budgets
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Оптимизация портфеля с помощью модели Марковица
Skills you'll gain: Financial Analysis, Portfolio Management, Financial Modeling, Correlation Analysis, Financial Market, Investment Management, Variance Analysis, Risk Modeling
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Packt
Learn Data Integration and Visualization with Elasticsearch
Skills you'll gain: Kibana, Data Import/Export, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting, Dashboard, Apache Kafka, Histogram, Data Transformation, Exploratory Data Analysis, Data Pipelines, MySQL, SQL
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Building Demand Forecasting with BigQuery ML
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Google Cloud Platform, Predictive Modeling, Big Data, Data Analysis, Data Manipulation, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Arizona State University
Dark Data Migration and Architecture
Skills you'll gain: Data Transformation, Data Literacy, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Modeling, Data Quality, Strategic Decision-Making, Data Strategy, Data Management, Unstructured Data, Complex Problem Solving, Design Thinking, Data Storage, Data Access
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
American Psychological Association
t-Tests of Hypotheses About Means
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistics, Probability Distribution, Data Analysis, Research Design, Psychology
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Network Implementations and Operations
Skills you'll gain: Network Security, Disaster Recovery, Network Administration, Authentications, Network Architecture, Vulnerability Assessments, Computer Networking, Network Infrastructure, Wireless Networks, Threat Modeling, Cybersecurity, Network Monitoring, Local Area Networks, Network Performance Management, Telecommunications, Network Protocols, Network Troubleshooting, Network Switches, Network Routing, Cryptography
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
American Psychological Association
How to Create and Explore a Data Set
Skills you'll gain: Data Visualization, Plot (Graphics), Histogram, Data Analysis, Exploratory Data Analysis, Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Statistics, Probability & Statistics, Data Management, Research, Psychology
Beginner · Course · 1 - 3 Months
Packt
The Simplest Guide™ to Clinical Data Analysis with SAS
Skills you'll gain: Clinical Trials, Clinical Data Management, Clinical Research, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Data Transformation, Data Manipulation, Descriptive Statistics
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Dashboards in Qlik Sense: Decision-Support Dashboards
Skills you'll gain: Interactive Data Visualization, Exploratory Data Analysis, Dashboard, Data Visualization Software, Data Integration, Heat Maps, Spatial Data Analysis, Data-Driven Decision-Making, Business Intelligence Software, Geospatial Information and Technology, Data Mapping
Beginner · Guided Project · Less Than 2 Hours

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

Cómo manejar datos faltantes: University of Maryland, College Park
Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
Interests of the average Facebook User: Coursera Project Network
Оптимизация портфеля с помощью модели Марковица: Coursera Project Network
Learn Data Integration and Visualization with Elasticsearch: Packt
Building Demand Forecasting with BigQuery ML: Google Cloud
Dark Data Migration and Architecture: Arizona State University
t-Tests of Hypotheses About Means: American Psychological Association
Network Implementations and Operations: Packt
How to Create and Explore a Data Set: American Psychological Association

Statistics Courses