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 Project Network
Análisis Exploratorio de Datos con Python
Skills you'll gain: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Maven Analytics
Complete Visual Guide to Machine Learning
Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Data Mining, Workflow Management, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Histogram, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Quality Assurance, Random Forest Algorithm
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Baseball into the Millennium
Skills you'll gain: Culture, Social Studies, World History, Cultural Diversity, Socioeconomics, Labor Law, Public Safety and National Security, Trend Analysis, Economics, Business Economics
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
PySpark Foundations: Process, analyze, and summarize data
Skills you'll gain: PySpark, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Big Data, Jupyter, Pandas (Python Package), People Analytics
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Status: Free Trial
University of Colorado Boulder
BiteSize Python: NumPy and Pandas
Skills you'll gain: Pandas (Python Package), NumPy, Data Structures, Data Import/Export, Data Manipulation, Data Cleansing, Statistical Methods, Data Analysis, Exploratory Data Analysis
Intermediate · Course · 1 - 3 Months
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
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
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: New
Status: Free Trial
Johns Hopkins University
Drug Utilization: Trends, Determinants and Consequences
Skills you'll gain: Pharmaceuticals, Medication Therapy Management, Pharmacotherapy, Medical Prescription, Pharmacology, Health Policy, Clinical Research, Patient Education And Counseling, Research Design, Epidemiology, Trend Analysis
Mixed · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
American Psychological Association
Intro to Null Hypothesis Significance Testing with z-test
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Data Literacy, Analytical Skills
Beginner · Course · 1 - 3 Months
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

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

Análisis Exploratorio de Datos con Python: Coursera Project Network
Complete Visual Guide to Machine Learning: Maven Analytics
Baseball into the Millennium: University of Colorado Boulder
PySpark Foundations: Process, analyze, and summarize data: Coursera Project Network
BiteSize Python: NumPy and Pandas: University of Colorado Boulder
Cómo manejar datos faltantes: University of Maryland, College Park
Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
Оптимизация портфеля с помощью модели Марковица: Coursera Project Network
Building Demand Forecasting with BigQuery ML: Google Cloud
Drug Utilization: Trends, Determinants and Consequences: Johns Hopkins University

Statistics Courses