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
Coursera Instructor Network
GenAI for Performance Reviews: Streamline Feedback Processes
Skills you'll gain: Performance Review, Generative AI Agents, Employee Performance Management, AI Personalization, Workforce Development, Employee Coaching, People Development, Human Resource Strategy, Constructive Feedback, Performance Analysis, Automation, Data-Driven Decision-Making, Continuous Improvement Process, Trend Analysis
Beginner · Course · 1 - 4 Weeks
Status: New
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
Google Cloud
Launching into Machine Learning - 한국어
Skills you'll gain: Applied Machine Learning, Machine Learning Algorithms, Data Quality, Machine Learning, Data Cleansing, Supervised Learning, Exploratory Data Analysis, Google Cloud Platform, Regression Analysis, Big Data, Sampling (Statistics), Performance Tuning
Beginner · Course · 1 - 3 Months
Status: New
Packt
Natural Language Processing - Probability Models in Python
Skills you'll gain: Natural Language Processing, Text Mining, Scikit Learn (Machine Learning Library), Dimensionality Reduction, Statistical Machine Learning, Unsupervised Learning, Python Programming, Bayesian Statistics, NumPy, Supervised Learning, Machine Learning
Intermediate · Course · 1 - 3 Months
Google Cloud
Launching into Machine Learning - Italiano
Skills you'll gain: Applied Machine Learning, Data Quality, Machine Learning Methods, Machine Learning, Data Cleansing, Machine Learning Algorithms, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Exploratory Data Analysis, Predictive Modeling, Performance Tuning, Big Data, Sampling (Statistics), Regression Analysis
Beginner · Course · 1 - 3 Months
Status: New
University of Colorado Boulder
Advanced Visualizations using Tableau
Skills you'll gain: Data Visualization Software, Tableau Software, Data Visualization, Data Analysis, Geospatial Mapping, Advanced Analytics, Spatial Analysis, Data Manipulation, Forecasting
Advanced · Course · 1 - 4 Weeks
Status: Free
University of Maryland, College Park
Digital Marketing 2
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Paid media, Web Analytics, Web Analytics and SEO, Online Advertising, Digital Advertising, Marketing Effectiveness, A/B Testing, Applied Machine Learning, Marketing Automation, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks
Microsoft
Exploratory Data Analysis and Visualization
Skills you'll gain:
Beginner · Course
Status: New
Google Cloud
Boost Productivity with Gemini in BigQuery - Deutsch
Skills you'll gain: Big Data, Exploratory Data Analysis, Data Analysis, Analytics, Applied Machine Learning, Google Cloud Platform, Data Cleansing, Data Processing, Data Transformation, Generative AI, Prompt Engineering, SQL, Data Visualization Software
Beginner · Course · 1 - 4 Weeks
University of Michigan
Master of Applied Data Science
Skills you'll gain: Data Ethics, Database Design, Reinforcement Learning, Supervised Learning, Data Visualization, Experimentation, PySpark, Interactive Data Visualization, Generative AI, Pandas (Python Package), Network Analysis, Deep Learning, Cloud Services, Linear Algebra, Natural Language Processing, JSON, Data Mining, Qualitative Research, Applied Machine Learning, Statistical Visualization
Earn a degree
Degree · 1 - 4 Years
Google Cloud
Boost Productivity with Gemini in BigQuery - 日本語版
Skills you'll gain: Exploratory Data Analysis, Data Processing, Data Manipulation, Data Cleansing, Data Transformation, Google Cloud Platform, Interactive Data Visualization, Generative AI, SQL
Beginner · Course · 1 - 4 Weeks
Microsoft
Microsoft JavaScript Starter Kit
Skills you'll gain:
Beginner · Professional Certificate · 1 - 3 Months

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

GenAI for Performance Reviews: Streamline Feedback Processes: Coursera Instructor Network
Drug Utilization: Trends, Determinants and Consequences: Johns Hopkins University
Launching into Machine Learning - 한국어: Google Cloud
Natural Language Processing - Probability Models in Python: Packt
Launching into Machine Learning - Italiano: Google Cloud
Advanced Visualizations using Tableau: University of Colorado Boulder
Digital Marketing 2: University of Maryland, College Park
Exploratory Data Analysis and Visualization: Microsoft
Boost Productivity with Gemini in BigQuery - Deutsch: Google Cloud
Master of Applied Data Science: University of Michigan

Statistics Courses