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: New
Status: Free Trial
University of Colorado Boulder
Data Visualization & Analytics in Tableau
Skills you'll gain: Dashboard, Data Visualization Software, Tableau Software, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Analysis, Statistical Visualization, Geospatial Mapping, Histogram, Advanced Analytics, Spatial Analysis, Scatter Plots, Data Manipulation, Data Presentation, Data Import/Export, Forecasting
Beginner · Specialization · 1 - 3 Months
Status: New
Status: Free Trial
University of Minnesota
Exploratory Analytics Project Ideation
Skills you'll gain: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Data Analysis, Business Analytics, Analytics, Business Analysis, Unsupervised Learning, Anomaly Detection, Process Mapping, Tree Maps
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Nouvelles approches pour mesurer la santé de la population
Skills you'll gain: Survey Creation, Epidemiology, Data Collection, Public Health, Health Equity, Health Policy, Sampling (Statistics), Health Informatics, Health Disparities, Health Information Management, Data Integration, Continuous Monitoring
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Untersuchen und Erstellen von Daten für Unternehmen
Skills you'll gain: Descriptive Statistics, Statistical Inference, Sampling (Statistics), Histogram, Data Analysis, Probability & Statistics, Data Presentation, Statistical Analysis, Quantitative Research, Microsoft Excel, Statistical Methods, Probability Distribution, Graphing
Beginner · Course · 1 - 3 Months
Google Cloud
Exploring and Preparing Your Data with BigQuery - Español
Skills you'll gain: Data Cleansing, Data Transformation, Big Data, Google Cloud Platform, Data Quality, Data Analysis, SQL, Exploratory Data Analysis, Databases, Cloud Platforms, Data Visualization Software
Beginner · Course · 1 - 3 Months
Status: Free Trial
LearnQuest
Teradata: Building Analytics Systems
Skills you'll gain: Exploratory Data Analysis, Teradata SQL, JSON, Data Integration, Advanced Analytics, Data Cleansing, Text Mining, Data Quality, Data Analysis, Statistical Analysis, Application Programming Interface (API), Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Product Reviews Text-based Search - OpenAI Text Embedding
Skills you'll gain: Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Scatter Plots, Text Mining, Python Programming, Natural Language Processing, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours
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
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
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 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

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

Data Visualization & Analytics in Tableau: University of Colorado Boulder
Exploratory Analytics Project Ideation: University of Minnesota
Nouvelles approches pour mesurer la santé de la population: Johns Hopkins University
Untersuchen und Erstellen von Daten für Unternehmen: University of Illinois Urbana-Champaign
Exploring and Preparing Your Data with BigQuery - Español: Google Cloud
Teradata: Building Analytics Systems: LearnQuest
Product Reviews Text-based Search - OpenAI Text Embedding: Coursera Project Network
Creating Derived Tables Using LookML: Google Cloud
GenAI for Customer Analytics and Insights with JUNE: Coursera Instructor Network
H2O Driverless AI Starter Course: H2O.ai

Statistics Courses