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
Pesquisa de Mercado com Métodos Quantitativos
Skills you'll gain: Quantitative Research, Survey Creation, Sampling (Statistics), Data Collection, Market Research, Data Analysis, Research Methodologies, Statistical Analysis, Data Quality
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Interests of the average Facebook User
Skills you'll gain: Target Audience, Facebook, Social Media, Persona Development, Social Media Marketing, Social Media Strategy, Customer Insights, Presentations, Web Analytics, Marketing Budgets
Intermediate · Guided Project · Less Than 2 Hours
University of California, Irvine
데이터 스토리텔링
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Correlation Analysis, Data Ethics, Data Analysis, Advanced Analytics
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Corporate Finance Institute
Regression Analysis - Fundamentals & Practical Applications
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Supervised Learning, Exploratory Data Analysis, Pandas (Python Package), Matplotlib
Advanced · Course · 1 - 3 Months
Edureka
Use Tableau for your Data Science Workflow
Skills you'll gain: Data Storytelling, Interactive Data Visualization, Tableau Software, Data Visualization Software, Dashboard, Data Integration, Tree Maps, Advanced Analytics, Exploratory Data Analysis, Heat Maps, Data Mapping, Data Import/Export
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
Data Tidying and Importing with R
Skills you'll gain: Web Scraping, Data Wrangling, Tidyverse (R Package), Data Manipulation, Data Import/Export, Data Cleansing, R Programming, Data Transformation, Data Literacy, Exploratory Data Analysis, Data Ethics
Beginner · Course · 1 - 4 Weeks
DeepLearning.AI
Structurer des projets d’apprentissage automatique
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Applied Machine Learning, Debugging, Deep Learning, Machine Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Data Science, Test Case, Exploratory Data Analysis, Analysis, Algorithms, Performance Tuning
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Fundamentals of AI, Machine Learning, and Python Programming
Skills you'll gain: PyTorch (Machine Learning Library), Predictive Modeling, Deep Learning, Matplotlib, Artificial Intelligence, Pandas (Python Package), Python Programming, NumPy, Data Analysis, Artificial Neural Networks, Tensorflow, Exploratory Data Analysis, Programming Principles, Classification And Regression Tree (CART), Data Processing, Regression Analysis, Data Manipulation, Machine Learning, Computer Programming
Beginner · Course · 3 - 6 Months
Google Cloud
Bracketology with Google Machine Learning
Skills you'll gain: Applied Machine Learning, Feature Engineering, Data Transformation, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Exploratory Data Analysis
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Tecnológico de Monterrey
Fundamentos del emprendimiento en la empresa familiar
Skills you'll gain: Value Propositions, Market Opportunities, Entrepreneurship, New Product Development, Business Modeling, Innovation, Business Development, Business Strategy, Business Transformation, Presentations, Succession Planning, Trend Analysis, Leadership
Advanced · Course · 1 - 3 Months
Coursera Project Network
Analyze Sales Data with LibreOffice Base Queries
Skills you'll gain: Customer Analysis, Regional Sales, Sales, Data Analysis Software, Query Languages, Trend Analysis, Databases, Customer Insights, Performance Analysis, Market Opportunities, Product Assortment
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Dataprep: Qwik Start
Skills you'll gain: Data Cleansing, Exploratory Data Analysis, Data Manipulation, Data Transformation, Data Quality, Data Visualization, Data Analysis, Google Cloud Platform
Beginner · Project · Less Than 2 Hours

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

Pesquisa de Mercado com Métodos Quantitativos: Fundação Instituto de Administração
Interests of the average Facebook User: Coursera Project Network
데이터 스토리텔링: University of California, Irvine
Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
Use Tableau for your Data Science Workflow: Edureka
Data Tidying and Importing with R: Duke University
Structurer des projets d’apprentissage automatique: DeepLearning.AI
Fundamentals of AI, Machine Learning, and Python Programming: Packt
Bracketology with Google Machine Learning: Google Cloud
Fundamentos del emprendimiento en la empresa familiar: Tecnológico de Monterrey

Statistics Courses