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

Peking University
流行病学基础（上）
Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Health Policy, Public Health, Research Methodologies, Biostatistics, Research Design, Statistical Analysis, Infectious Diseases, Data Collection, Descriptive Statistics, Risk Analysis
4.8
Rating, 4.8 out of 5 stars
25 reviews
Beginner · Course · 1 - 3 Months
Google Cloud
Pivot Tables in Google Sheets
Skills you'll gain: Google Sheets, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Collaborative Software, Descriptive Statistics, Data Presentation, Data Manipulation
Intermediate · Project · Less Than 2 Hours
Status: Free Trial
University of Maryland, College Park
PMP Exam Prep: Gaining Business Acumen for Project Managers
Skills you'll gain: Compliance Management, Stakeholder Engagement, Trend Analysis, Project Management Institute (PMI) Methodology, Regulatory Compliance, Change Management, Organizational Strategy, Market Trend, Business Priorities, Project Performance, Project Management, Timelines, Scope Management, Risk Management
4.6
Rating, 4.6 out of 5 stars
8 reviews
Beginner · Course · 1 - 3 Months
Status: Free
The Chinese University of Hong Kong
Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语)
Skills you'll gain: Statistical Modeling, Statistical Analysis, SPSS, SAS (Software), Regression Analysis, Analysis, Correlation Analysis, Statistical Methods, Data Analysis Software, Data Modeling
4.8
Rating, 4.8 out of 5 stars
25 reviews
Mixed · Course · 3 - 6 Months
Status: New
University of Colorado Boulder
Fundamentals of Natural Language Processing
Skills you'll gain: Natural Language Processing, Text Mining, Statistical Modeling, Data Processing, Probability & Statistics, Unstructured Data, Artificial Neural Networks, Machine Learning, Supervised Learning, Algorithms, Regression Analysis
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
Northeastern University
An Overview of the U.S. Healthcare System
Skills you'll gain: Health Systems, Healthcare Industry Knowledge, Health Care Administration, Health Care, Primary Care, Health Policy, Health Equity, Consumer Behaviour, Health Technology, Cultural Diversity, Telehealth, Economics, Trend Analysis
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Data Analysis with Python: Inform a Business Decision
Skills you'll gain: Data Visualization, Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Manipulation, Data Cleansing, Data Import/Export, Promotional Strategies
4.8
Rating, 4.8 out of 5 stars
9 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Johns Hopkins University
Quantifying Relationships with Regression Models
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Inference, Data Analysis, Statistical Modeling, Statistical Analysis, Probability & Statistics
4.7
Rating, 4.7 out of 5 stars
21 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Wrangling Data in the Tidyverse
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, Data Cleansing, R Programming, Data Processing, Text Mining, Time Series Analysis and Forecasting
4.5
Rating, 4.5 out of 5 stars
32 reviews
Mixed · Course · 1 - 3 Months
Coursera Project Network
أساسيات تحليل البيانات باستخدام بايثون وباندا
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Graphing, Exploratory Data Analysis, Data Manipulation, Matplotlib, Jupyter, Data Literacy, NumPy, Python Programming
4.7
Rating, 4.7 out of 5 stars
35 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Data Analysis with OpenAI API: Save time with GenAI
Skills you'll gain: Prompt Engineering, Generative AI, Exploratory Data Analysis, OpenAI, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Product Knowledge, Sales Strategy, Application Programming Interface (API), E-Commerce, Data Manipulation, Python Programming
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Data Mining Project
Skills you'll gain: Data Mining, Data Processing, Data Presentation, Analytical Skills, Big Data, Data Pipelines, Data Analysis, Exploratory Data Analysis, Ideation, Technical Communication, Technical Writing
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks

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

流行病学基础（上）: Peking University
Pivot Tables in Google Sheets: Google Cloud
PMP Exam Prep: Gaining Business Acumen for Project Managers: University of Maryland, College Park
Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
Fundamentals of Natural Language Processing: University of Colorado Boulder
An Overview of the U.S. Healthcare System: Northeastern University
Data Analysis with Python: Inform a Business Decision: Coursera Project Network
Quantifying Relationships with Regression Models: Johns Hopkins University
Wrangling Data in the Tidyverse: Johns Hopkins University
أساسيات تحليل البيانات باستخدام بايثون وباندا: Coursera Project Network

Statistics Courses