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
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
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, Data Storytelling, Database Design, Reinforcement Learning, Supervised Learning, Experimentation, PySpark, Interactive Data Visualization, Generative AI, Pandas (Python Package), Network Analysis, Deep Learning, Cloud Services, Applied Machine Learning, Natural Language Processing, JSON, Data Mining, Qualitative Research, Statistical Visualization, Time Series Analysis and Forecasting
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
Google Cloud
Boost Productivity with Gemini in BigQuery - Español
Skills you'll gain: Exploratory Data Analysis, Data Processing, Data Manipulation, Data Cleansing, Data Analysis Expressions (DAX), Big Data, Google Cloud Platform, Prompt Engineering, Artificial Intelligence, Generative AI, Query Languages, Debugging, SQL
Beginner · Course · 1 - 4 Weeks
Microsoft
Microsoft JavaScript Starter Kit
Skills you'll gain:
Beginner · Professional Certificate · 1 - 3 Months
Google Cloud
Boost Productivity with Gemini in BigQuery - 简体中文
Skills you'll gain: Data Pipelines, Exploratory Data Analysis, Google Cloud Platform, Data Cleansing, Interactive Data Visualization, Data Transformation, Data Analysis, Generative AI, SQL
Beginner · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - 한국어
Skills you'll gain: Data Ethics, Artificial Intelligence, Applied Machine Learning, Data Analysis, Data Visualization Software, Exploratory Data Analysis, Machine Learning, Technical Documentation, Software Documentation
Intermediate · Course · 1 - 4 Weeks
Status: New
Google Cloud
Boost Productivity with Gemini in BigQuery - 한국어
Skills you'll gain: Exploratory Data Analysis, Prompt Engineering, Generative AI, Data Visualization Software, Google Cloud Platform, Data Cleansing, Data Transformation, Debugging, Natural Language Processing
Beginner · Course · 1 - 4 Weeks
Status: New
Google Cloud
Boost Productivity with Gemini in BigQuery - Français
Skills you'll gain: Data Processing, Data Manipulation, Exploratory Data Analysis, Data Cleansing, Big Data, Data Transformation, Google Cloud Platform, Interactive Data Visualization, Generative AI, Debugging, Query Languages, SQL
Beginner · Course · 1 - 4 Weeks
Google Cloud
Boost Productivity with Gemini in BigQuery - 繁體中文
Skills you'll gain: Exploratory Data Analysis, Data Processing, Data Pipelines, Data Manipulation, Big Data, Google Cloud Platform, Data Transformation, Data Visualization Software, Generative AI Agents, SQL, Artificial Intelligence and Machine Learning (AI/ML), Debugging
Beginner · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - Polski
Skills you'll gain: Artificial Intelligence, Data Ethics, Data Analysis, Software Visualization, Exploratory Data Analysis, Technical Documentation, Applied Machine Learning, Machine Learning Methods, Machine Learning
Intermediate · Course · 1 - 4 Weeks

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

Drug Utilization: Trends, Determinants and Consequences: Johns Hopkins University
Boost Productivity with Gemini in BigQuery - Deutsch: Google Cloud
Master of Applied Data Science: University of Michigan
Boost Productivity with Gemini in BigQuery - 日本語版: Google Cloud
Boost Productivity with Gemini in BigQuery - Español: Google Cloud
Microsoft JavaScript Starter Kit: Microsoft
Boost Productivity with Gemini in BigQuery - 简体中文: Google Cloud
Responsible AI for Developers: Interpretability & Transparency - 한국어: Google Cloud
Boost Productivity with Gemini in BigQuery - 한국어: Google Cloud
Boost Productivity with Gemini in BigQuery - Français: Google Cloud

Statistics Courses