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
R أساسيات لغة البرمجة
Skills you'll gain: Exploratory Data Analysis, R Programming, Data Manipulation, Statistical Programming, Data Literacy, Data Analysis, File Management, Integrated Development Environments, Programming Principles, Data Structures
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Corporate Finance Institute
Classification - Fundamentals & Practical Applications
Skills you'll gain: Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Data Modeling, Analytics, Data Analysis, Feature Engineering, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Exploratory Data Analysis
Advanced · Course · 1 - 3 Months
Status: Free Trial
Aptly
Google Search Advertising Implementation
Skills you'll gain: Google Ads, Advertising Campaigns, Search Engine Marketing, Pay Per Click Advertising, Performance Analysis, Bidding, Campaign Management, Digital Advertising, Web Analytics, Key Performance Indicators (KPIs), Target Audience, Budget Management
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Project Network
Crea un perfil de negocios en Twitter
Skills you'll gain: Trend Analysis, Social Media, Social Media Strategy, Social Media Marketing, Market Trend, Account Management, User Accounts
Beginner · Guided Project · Less Than 2 Hours
Google Cloud
Troubleshooting and Solving Data Join Pitfalls
Skills you'll gain: Big Data, Data Cleansing, Exploratory Data Analysis, Data Integration, Data Manipulation
Beginner · Project · Less Than 2 Hours
Status: New
Status: Free Trial
Edureka
Practical Deep Learning with Python
Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Computer Vision, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Natural Language Processing, Supervised Learning, Network Architecture, Performance Tuning
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Analyzing and Visualizing Data in Looker 日本語版
Skills you'll gain: Looker (Software), Dashboard, Analysis, Pivot Tables And Charts, Data Analysis, Data Visualization Software, Data Sharing, Data-Driven Decision-Making, Exploratory Data Analysis, Content Management
Beginner · Course · 1 - 3 Months
Google Cloud
Troubleshooting Data Models in Looker
Skills you'll gain: Looker (Software), Data Modeling, Exploratory Data Analysis, Data Validation, Data Maintenance, Problem Management
Intermediate · Project · Less Than 2 Hours
Status: Free Trial
Google Cloud
Developing Data Models with LookML 日本語版
Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Database Design, Performance Tuning, Exploratory Data Analysis, Data Integration, SQL, Integrated Development Environments, Git (Version Control System)
Intermediate · Course · 1 - 3 Months
Google Cloud
Exploring the Lineage of Data with Cloud Data Fusion
Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Migration, Data Lakes, Data Integration, Data Transformation, Exploratory Data Analysis
Advanced · Project · Less Than 2 Hours
Status: Free
Coursera Project Network
Modifier et améliorer votre publicité Facebook
Skills you'll gain: Content Performance Analysis, Online Advertising, Facebook, Digital Advertising, Advertising Campaigns, Web Analytics, Advertising, Target Audience
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Optimizing Performance of LookML Queries
Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Database Management, Continuous Monitoring, System Monitoring
Intermediate · Project · Less Than 2 Hours

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

R أساسيات لغة البرمجة: Coursera Project Network
Classification - Fundamentals & Practical Applications: Corporate Finance Institute
Google Search Advertising Implementation: Aptly
Crea un perfil de negocios en Twitter: Coursera Project Network
Troubleshooting and Solving Data Join Pitfalls: Google Cloud
Practical Deep Learning with Python: Edureka
Analyzing and Visualizing Data in Looker 日本語版: Google Cloud
Troubleshooting Data Models in Looker: Google Cloud
Developing Data Models with LookML 日本語版: Google Cloud
Exploring the Lineage of Data with Cloud Data Fusion: Google Cloud

Statistics Courses