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

Find the Best Statistics Course for Your Goals

Google Cloud
Creating a Data Warehouse Through Joins and Unions
Skills you'll gain: Data Warehousing, Data Integration, SQL, Relational Databases, Data Analysis, Exploratory Data Analysis
4
Rating, 4 out of 5 stars
8 reviews
Beginner · Project · Less Than 2 Hours
University of Michigan
파이썬의 응용 소셜 네트워크 분석
Skills you'll gain: Network Analysis, Graph Theory, Predictive Analytics, Telecommunications, Pandas (Python Package), Matplotlib, Algorithms, Probability & Statistics, Data Manipulation
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Vanderbilt University
From Data to Decisions: Making Predictions with AI
Skills you'll gain: Statistical Methods, Data Presentation, Regression Analysis, Statistical Analysis, Technical Communication, Probability & Statistics, Data Analysis, Predictive Analytics, Generative AI, Forecasting
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Production Machine Learning Systems - Español
Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Systems Architecture, Cloud Computing Architecture, Applied Machine Learning, Performance Tuning, Software Architecture, Kubernetes, Machine Learning, Distributed Computing, Scalability, Hybrid Cloud Computing, Statistical Inference, Data Processing, Debugging
4.8
Rating, 4.8 out of 5 stars
9 reviews
Advanced · Course · 1 - 3 Months
Coursera Project Network
Financial Analytics in RStudio: Identify Profit Drivers
Skills you'll gain: Operational Analysis, Performance Analysis, Performance Improvement, Data Import/Export, Variance Analysis, Exploratory Data Analysis, Data Analysis, Financial Analysis, Operating Expense, Plot (Graphics), Waterfall Methodology
Intermediate · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Исследование и генерация данных для принятия бизн.-реш.
Skills you'll gain: Sampling (Statistics), Statistical Analysis, Business Analytics, Statistics, Quantitative Research, Data Analysis, Data-Driven Decision-Making, Microsoft Excel, Analytical Skills, Probability & Statistics, Descriptive Statistics
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Data Acquisition, Risk, and Estimation
Skills you'll gain: Sampling (Statistics), Engineering Management, Estimation, Sample Size Determination, Statistical Methods, Leadership and Management, Technical Management, Statistical Software, Statistics, Leadership, Quantitative Research, Data Analysis, Data-Driven Decision-Making, Analytics, Statistical Analysis, Cost Estimation, Data Analysis Software, Statistical Hypothesis Testing, Risk Analysis, Probability & Statistics
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Minnesota
Social Determinants of Health: Health Care Systems
Skills you'll gain: Health Equity, Health Disparities, Health Systems, Public Health, Healthcare Ethics, Public Health and Disease Prevention, Health Policy, Data Analysis, Community Health, Data Ethics, Correlation Analysis, Patient Education and Support, Heat Maps, Mental and Behavioral Health, Trauma Care, Mental Health, Socioeconomics
Beginner · Course · 1 - 3 Months
University of Maryland, College Park
Cómo combinar y analizar datos complejos
Skills you'll gain: Data Integration, Data Synthesis, Data Ethics, R Programming, Statistical Software, Analytical Skills, Data Analysis Software, Statistical Methods, Statistical Programming, Statistical Analysis, Sampling (Statistics), Regression Analysis, Statistical Modeling, Probability & Statistics, Descriptive Statistics, Information Privacy
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Universidad Nacional Autónoma de México
Python: de usuario a explorador de datos
Skills you'll gain: Matplotlib, NumPy, Extract, Transform, Load, Time Series Analysis and Forecasting, Plot (Graphics), Pandas (Python Package), Exploratory Data Analysis, Data Science, Data Visualization Software, Data Analysis, Statistical Analysis, Scatter Plots, Graphing, Data Import/Export, Data Manipulation, Python Programming, Linear Algebra, File Management
Beginner · Course · 1 - 3 Months
Duke University
데이터 중심 기업을 위한 비즈니스 지표
Skills you'll gain: Business Metrics, Business Analytics, Analytics, Business Intelligence, Tableau Software, Cash Flows, Big Data, Performance Measurement, Key Performance Indicators (KPIs), Spreadsheet Software, Data Analysis, Data-Driven Decision-Making, Web Analytics, Market Share, E-Commerce
Mixed · Course · 1 - 3 Months
Coursera Project Network
How to find audience interests with Meta Business Suite
Skills you'll gain: Facebook, Target Audience, Customer Insights, Online Advertising, Advertising Campaigns, Digital Advertising, Advertising, Market Opportunities, Business Metrics, Content Performance Analysis, Data Import/Export
Beginner · Guided Project · Less Than 2 Hours