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 Trial
American Psychological Association
Intro to Null Hypothesis Significance Testing with z-test
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Data Literacy, Analytical Skills
Beginner · Course · 1 - 3 Months
Status: Free Trial
American Psychological Association
How to Create and Explore a Data Set
Skills you'll gain: Data Visualization, Plot (Graphics), Histogram, Data Analysis, Exploratory Data Analysis, Analysis, Graphing, Data Visualization Software, Data Literacy, Descriptive Statistics, Statistics, Probability & Statistics, Data Management, Research, Psychology
Beginner · Course · 1 - 3 Months
Status: Free Trial
Arizona State University
Dark Data Migration and Architecture
Skills you'll gain: Data Transformation, Data Literacy, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Integration, Capacity Management, Data Analysis, Decision Making, Data Modeling, Data Quality, Strategic Decision-Making, Data Strategy, Data Management, Unstructured Data, Complex Problem Solving, Design Thinking, Data Storage, Data Access
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Fundação Instituto de Administração
Corporate Foresight
Skills you'll gain: Innovation, Forecasting, Strategic Thinking, Corporate Strategy, Strategic Decision-Making, Business Strategy, Organizational Strategy, Trend Analysis, Analysis, Market Opportunities, Decision Making, Business Research
Advanced · Course · 1 - 3 Months
Packt
ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro
Skills you'll gain: ArcGIS, Spatial Data Analysis, Spatial Analysis, GIS Software, Geographic Information Systems, Geospatial Mapping, Data Presentation, Exploratory Data Analysis, Data Mapping, Descriptive Statistics, Data Integration, Data Access
Beginner · Course · 1 - 3 Months
Coursera Project Network
TensorFlow Prediction: Identify Penguin Species
Skills you'll gain: Data Processing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Data Manipulation, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Product Recommender System: OpenAI Text Embedding
Skills you'll gain: AI Personalization, Data Analysis, Generative AI, Exploratory Data Analysis, OpenAI, Data Manipulation, Text Mining, Pandas (Python Package), Applied Machine Learning, Interactive Data Visualization, Python Programming, Scikit Learn (Machine Learning Library), Dimensionality Reduction, NumPy
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Microsoft
Statistical Analysis and Advanced Techniques
Skills you'll gain:
Beginner · Course
Google Cloud
Using Custom Fields in Looker Explores
Skills you'll gain: Looker (Software), Ad Hoc Analysis, Dashboard, Data Analysis, Exploratory Data Analysis, Data Literacy
Beginner · Project · Less Than 2 Hours
Status: Free Trial
LearnQuest
Data Analytics with Teradata
Skills you'll gain: Teradata SQL, Exploratory Data Analysis, SQL, Data Modeling, Database Design, Database Administration, Database Architecture and Administration, Database Management, Data Store, JSON, Data Integration, Data Architecture, Advanced Analytics, Data Warehousing, Data Cleansing, Text Mining, Data Quality, Data Analysis, Relational Databases, Data Import/Export
Beginner · Specialization · 1 - 3 Months
Google Cloud
Creating a Looker Modeled Query and Working with Quick Start
Skills you'll gain: Looker (Software), Pivot Tables And Charts, Dashboard, Data Modeling, Exploratory Data Analysis, Query Languages
Beginner · Project · Less Than 2 Hours
Status: Free Trial
Packt
Learn Data Integration and Visualization with Elasticsearch
Skills you'll gain: Kibana, Data Import/Export, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting, Dashboard, Apache Kafka, Histogram, Data Transformation, Exploratory Data Analysis, Data Pipelines, MySQL, SQL
Intermediate · Course · 1 - 4 Weeks

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

Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
How to Create and Explore a Data Set: American Psychological Association
Dark Data Migration and Architecture: Arizona State University
Corporate Foresight: Fundação Instituto de Administração
ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro: Packt
TensorFlow Prediction: Identify Penguin Species: Coursera Project Network
Product Recommender System: OpenAI Text Embedding : Coursera Project Network
Statistical Analysis and Advanced Techniques: Microsoft
Using Custom Fields in Looker Explores: Google Cloud
Data Analytics with Teradata: LearnQuest

Statistics Courses