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
Fundação Instituto de Administração
Participação das Mulheres na Sociedade e nas Organizações
Skills you'll gain: Sociology, Organizational Structure, Socioeconomics, Cultural Diversity, Social Studies, Diversity and Inclusion, World History, Human Resource Policies, Economics, Empowerment, Leadership, Trend Analysis
4.8
Rating, 4.8 out of 5 stars
13 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Interactive Brokers
Introduction to Momentum Investing
Skills you'll gain: Market Trend, Technical Analysis, Risk Management, Market Data, Trend Analysis, Investment Management, Investments, Financial Trading, Portfolio Management, Equities
Beginner · Course · 1 - 4 Weeks
University of Michigan
Muestreo de personas, redes y registros
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Statistics, Probability & Statistics, Research Design, Statistical Software, Network Analysis
Beginner · Course · 1 - 3 Months
Status: Free Trial
Universidad Nacional Autónoma de México
Evolución: Teoría sintética
Skills you'll gain: Biology, Life Sciences, World History, Social Studies, Deductive Reasoning, Mathematical Modeling, Probability & Statistics
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Universidad Nacional Autónoma de México
Python: de explorador de datos a analista
Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Data Science, Python Programming, Jupyter, Matplotlib, Software Installation, Data Manipulation, Scripting, Package and Software Management, Development Environment
Mixed · Course · 1 - 3 Months
Johns Hopkins University
데이터 과학자의 도구 상자
Skills you'll gain: Rmarkdown, Data Science, GitHub, Data Literacy, Version Control, Data Analysis, Big Data, R Programming, Git (Version Control System), Statistical Programming, Exploratory Data Analysis, Data Quality, Technical Communication
4.7
Rating, 4.7 out of 5 stars
9 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Linear Regression Modeling for Health Data
Skills you'll gain: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks
Northeastern University
Data Visualization with Python & R for Engineers
Skills you'll gain: Data Storytelling, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Graphing, Big Data, Data Transformation, Programming Principles, Python Programming, Data Structures, Scripting
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Fred Hutchinson Cancer Center
Researcher's guide to DNA sequencing data
Skills you'll gain: Bioinformatics, Molecular Biology, Data Collection, Data Processing, Science and Research, Exploratory Data Analysis, Analysis, Research Methodologies, Research Design
3.5
Rating, 3.5 out of 5 stars
6 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
ML Parameters Optimization: GridSearch, Bayesian, Random
Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Bayesian Statistics
4.9
Rating, 4.9 out of 5 stars
7 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Practical Data Wrangling with Pandas
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Pandas (Python Package), Data Visualization, Descriptive Statistics, Data Manipulation, Data Transformation, Data Analysis, Statistics, Statistical Analysis
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Radio y Televisión Española
Búsqueda avanzada y verificación de información
Skills you'll gain: Image Analysis, Research, Information Architecture, Investigation, Trend Analysis, Verification And Validation, Facebook, Data Validation, Content Management
4.8
Rating, 4.8 out of 5 stars
9 reviews
Beginner · Course · 1 - 3 Months

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

Participação das Mulheres na Sociedade e nas Organizações: Fundação Instituto de Administração
Introduction to Momentum Investing: Interactive Brokers
Muestreo de personas, redes y registros: University of Michigan
Evolución: Teoría sintética: Universidad Nacional Autónoma de México
Python: de explorador de datos a analista: Universidad Nacional Autónoma de México
데이터 과학자의 도구 상자: Johns Hopkins University
Linear Regression Modeling for Health Data: University of Michigan
Data Visualization with Python & R for Engineers: Northeastern University
Researcher's guide to DNA sequencing data: Fred Hutchinson Cancer Center
ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera Project Network

Statistics Courses