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: Free Trial
Johns Hopkins University
Foundations of Probability and Random Variables
Skills you'll gain: R Programming, Statistical Analysis, Statistical Methods, Combinatorics, Data Analysis, Probability, Probability Distribution, Probability & Statistics, Bayesian Statistics, Applied Mathematics, Data Science, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML), Simulations
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
American Psychological Association
t-Tests of Hypotheses About Means
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistics, Probability Distribution, Data Analysis, Research Design, Psychology
Beginner · Course · 1 - 3 Months
Packt
The Simplest Guide™ to Clinical Data Analysis with SAS
Skills you'll gain: Clinical Trials, Clinical Data Management, Clinical Research, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Data Transformation, Data Manipulation, Descriptive Statistics
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Dashboards in Qlik Sense: Decision-Support Dashboards
Skills you'll gain: Interactive Data Visualization, Exploratory Data Analysis, Dashboard, Data Visualization Software, Data Integration, Heat Maps, Spatial Data Analysis, Data-Driven Decision-Making, Business Intelligence Software, Geospatial Information and Technology, Data Mapping
Beginner · Guided Project · Less Than 2 Hours
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
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
PySpark Foundations: Process, analyze, and summarize data
Skills you'll gain: PySpark, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Big Data, Jupyter, Pandas (Python Package), People Analytics
Intermediate · Guided Project · Less Than 2 Hours
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, Organizational Change, Decision Making, Market Dynamics, Business Research
Advanced · Course · 1 - 3 Months
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: New
Status: Free Trial
Google Cloud
Boost Productivity with Gemini in BigQuery
Skills you'll gain: Big Data, Data Analysis, Exploratory Data Analysis, Google Cloud Platform, Data Processing, Data Manipulation, Generative AI, Prompt Engineering, Artificial Intelligence, Data Visualization Software
Beginner · Course · 1 - 4 Weeks
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
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

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

Foundations of Probability and Random Variables: Johns Hopkins University
t-Tests of Hypotheses About Means: American Psychological Association
The Simplest Guide™ to Clinical Data Analysis with SAS: Packt
Dashboards in Qlik Sense: Decision-Support Dashboards: Coursera Project Network
TensorFlow Prediction: Identify Penguin Species: Coursera Project Network
ArcGIS Desktop for Spatial Analysis: Go from Basic to Pro: Packt
PySpark Foundations: Process, analyze, and summarize data: Coursera Project Network
Corporate Foresight: Fundação Instituto de Administração
Using Custom Fields in Looker Explores: Google Cloud
Boost Productivity with Gemini in BigQuery: Google Cloud

Statistics Courses