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

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
Coursera
YouTube Insights: Crack the Algorithm
Skills you'll gain: Content Performance Analysis, Content Strategy, Web Analytics, Content Creation, Social Media Content, Social Media Strategy, Digital Content, Key Performance Indicators (KPIs), Performance Metric, Growth Strategies, Performance Analysis, Digital Media Strategy, Promotional Strategies, Target Audience, Customer Insights
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera
YouTube Optimization: Grow Your Presence
Skills you'll gain: Content Performance Analysis, Search Engine Optimization, Web Analytics, Performance Analysis, Marketing Analytics, Web Analytics and SEO, Content Strategy, Marketing Channel, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Revenue Management
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera
YouTube Analytics: Optimize Performance
Skills you'll gain: Benchmarking, Search Engine Optimization, Content Performance Analysis, Marketing Analytics, Key Performance Indicators (KPIs), Performance Analysis, Web Analytics and SEO, Performance Measurement, Content Strategy, Trend Analysis, Customer Insights
Beginner · Course · 1 - 4 Weeks
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
Status: New
Google Cloud
Google Cloud でのデータ分析の概要
Skills you'll gain: Data Transformation, Data-Driven Decision-Making, Looker (Software), Data Cleansing, Data Manipulation, Data Processing, Google Cloud Platform, Data Visualization, Analytics, Big Data, Data Analysis, Data Visualization Software, Cloud Storage, Business Analytics, Data Storage, Dashboard, Data Warehousing, Data Sharing, Exploratory Data Analysis, SQL
Beginner · Course · 1 - 3 Months
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 - 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
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
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
Status: New
Google Cloud
Google Cloud 数据分析功能简介
Skills you'll gain: Looker (Software), Data Transformation, Google Analytics, Google Cloud Platform, Analytics, Data Manipulation, Data-Driven Decision-Making, Big Data, Interactive Data Visualization, Data Analysis, Data Presentation, Data Lakes, Data Processing, Dashboard, Data Visualization Software, SQL, Data Storage, Data Sharing, Data Storage Technologies, Exploratory Data Analysis
Beginner · Course · 1 - 3 Months