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

Coursera Instructor Network
GenAI for Customer Analytics and Insights with JUNE
Skills you'll gain: Product Improvement, Customer Insights, Customer Analysis, Generative AI, Customer Data Management, Marketing Analytics, Web Analytics, Analytics, Management Reporting, Product Management, Data Analysis, Data Collection, Dashboard, Performance Metric
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Creating Derived Tables Using LookML
Skills you'll gain: Looker (Software), Database Development, Database Design, Data Modeling, SQL, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
H2O.ai
H2O Driverless AI Starter Course
Skills you'll gain: Data Processing, Predictive Modeling, Feature Engineering, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Data Manipulation, Exploratory Data Analysis, Data Analysis, Machine Learning, Supervised Learning, Interactive Data Visualization, Data Import/Export
Intermediate · Course · 1 - 3 Months
Northwestern University
현대 로봇공학, 강좌 2: 로봇 기구학
Skills you'll gain: Mechanics, Torque (Physics), Mathematical Modeling, Engineering Analysis, Engineering Calculations, Mechanical Engineering, Numerical Analysis, Applied Mathematics, Trigonometry, Control Systems, Linear Algebra, Spatial Analysis
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Comment configurer un pixel Facebook
Skills you'll gain: Facebook, Online Advertising, Social Media Marketing, Digital Advertising, Target Audience, Web Analytics, Software Installation
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
Simplilearn
Business Analytics using Excel
Skills you'll gain: Statistical Analysis, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Dashboard, Excel Macros, Business Analytics, Spreadsheet Software, Data Analysis, Analytics, Data Cleansing, Data Processing, Regression Analysis, Data Validation, Productivity Software, Descriptive Statistics
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Board Infinity
Performance Optimization and Utilities in Teradata
Skills you'll gain: Teradata SQL, Performance Tuning, Stored Procedure, Solution Design, Extract, Transform, Load, Database Management, Data Import/Export, Database Design, System Implementation, Data Warehousing, Emerging Technologies
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Arizona State University
Extracting Value from Dark Data: ULEADD
Skills you'll gain: Exploratory Data Analysis, Decision Making, Strategic Decision-Making, Data Strategy, Complex Problem Solving, Design Thinking, Unstructured Data, Data-Driven Decision-Making, Data Literacy, Data Management, Process Improvement, Organizational Effectiveness, Solution Design, Data Analysis, Needs Assessment, Project Scoping
Beginner · Course · 1 - 4 Weeks
Google Cloud
Creating Tile-based Dashboard Alerts in Looker
Skills you'll gain: Looker (Software), Dashboard, Interactive Data Visualization, Data Visualization, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
Status: New
Clemson University
Applied Data Science
Skills you'll gain: Dimensionality Reduction, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Statistical Methods, Descriptive Statistics, Data Analysis, Data Visualization Software, Applied Machine Learning, Pandas (Python Package), Big Data, Data-Driven Decision-Making, Exploratory Data Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Supervised Learning
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Cluster Analysis and Unsupervised Machine Learning in Python
Skills you'll gain: Unsupervised Learning, Data Visualization, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Science, Statistical Methods, Algorithms, NumPy, Python Programming
Intermediate · Course · 1 - 3 Months
Status: New
Coursera Instructor Network
Transforming Exploratory Data Analysis with AI
Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, OpenAI, Data-Driven Decision-Making, Analytical Skills, Artificial Intelligence, Data Analysis, Prompt Engineering, Pandas (Python Package), Automation, Data Visualization Software, Descriptive Statistics
Intermediate · Course · 1 - 3 Months

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

GenAI for Customer Analytics and Insights with JUNE: Coursera Instructor Network
Creating Derived Tables Using LookML: Google Cloud
H2O Driverless AI Starter Course: H2O.ai
현대 로봇공학, 강좌 2: 로봇 기구학: Northwestern University
Comment configurer un pixel Facebook: Coursera Project Network
Business Analytics using Excel: Simplilearn
Performance Optimization and Utilities in Teradata: Board Infinity
Extracting Value from Dark Data: ULEADD: Arizona State University
Creating Tile-based Dashboard Alerts in Looker: Google Cloud
Applied Data Science: Clemson University

Statistics Courses