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

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

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

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

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

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

Status: Free Trial

Microsoft

R Programming Essentials with Microsoft Tools

Skills you'll gain: Version Control, GitHub, Git (Version Control System), Data Manipulation, Software Documentation, R Programming, Microsoft Copilot, Microsoft Visual Studio, Program Development, Data Import/Export, Statistical Analysis, Development Environment, Integrated Development Environments, Descriptive Statistics, Statistical Programming, Data Cleansing, Data Analysis, Programming Principles, Debugging, Data Structures

Status: New

Google Cloud

Utiliser BigQuery Machine Learning pour l'inférence

Skills you'll gain: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, MLOps (Machine Learning Operations), Statistical Inference, Machine Learning Methods, Machine Learning Algorithms

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

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

Google Cloud

Boost Productivity with Gemini in BigQuery - Indonesian

Skills you'll gain: Exploratory Data Analysis, Google Cloud Platform, Data Wrangling, Interactive Data Visualization, Data Visualization, Generative AI, Debugging, SQL

Status: New

Google Cloud

Pengantar Analisis Data di Google Cloud

Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Visualization Software, Dashboard, Data Analysis, Analytics, Google Cloud Platform, Big Data, SQL, Exploratory Data Analysis, Business Intelligence, Cloud Storage, Data Warehousing

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, Applied Machine Learning, Cloud Services, Linear Algebra, Natural Language Processing, JSON, Data Mining, Qualitative Research, Statistical Visualization

Statistics Courses

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