What skills can I learn in statistics courses on Coursera?

Statistics courses on Coursera offer a broad range of foundational and advanced skills including: Basic statistical concepts and techniques such as mean, median, mode, variance, and standard deviation Probability theory and its applications in real-world scenarios Hypothesis testing , confidence intervals, and p-values Regression analysis and predictive modeling Data visualization techniques using tools like R and Python Bayesian statistics and its implications in decision-making Experimental design and analysis of variance (ANOVA) Time series analysis and forecasting methods

Do I need prior experience in mathematics to start these statistics courses?

No prior experience in advanced mathematics is required to start beginner statistics courses . The curriculum is designed to support learners from diverse backgrounds: Beginners can start with courses that introduce basic statistical concepts and simple data analysis techniques. Intermediate learners can focus on applying statistical methods to real datasets. Advanced professionals can delve into complex statistical theories and their applications in fields like economics, engineering, and science.

What statistics certifications and credentials are available?

Statistics courses on Coursera provide various credentialing options: Certificates that demonstrate proficiency in fundamental and advanced statistical methods Professional certificates that can prepare you for roles requiring data analysis skills Specialized course certificates that focus on specific areas of statistics such as biostatistics or econometrics These certificates can help enhance your professional profile in fields like data science, market research, and academia.

What career opportunities are available with skills in statistics?

Skills in statistics can open doors to a variety of analytical roles in multiple sectors including: Data Analyst Biostatistician Market Research Analyst Economist Quality Assurance Engineer Operational Researcher Professionals in these roles use statistical methods to analyze data, inform strategic decisions, and solve complex problems, enhancing business outcomes and scientific research.

How can I purchase statistics training courses for my team?

Looking to enhance your team's statistics skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our statistics training options and make a purchase, please visit our Coursera for Teams page.

Best Statistics Courses & Certificates [2025]

Explore the Statistics Course Catalog

Status: Free
Stanford University
Introduction to Statistics
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Critical Thinking, Basic Descriptive Statistics, Data Analysis, Statistical Tests, Probability Distribution, Problem Solving, Statistical Visualization
4.6
Rating, 4.6 out of 5 stars
3.8K reviews
Beginner · Course · 1 - 3 Months
University of Amsterdam
Basic Statistics
Skills you'll gain: Basic Descriptive Statistics, General Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Probability Distribution, Statistical Tests, Problem Solving, Statistical Programming, Correlation And Dependence, R Programming, Computer Programming
4.6
Rating, 4.6 out of 5 stars
4.5K reviews
Beginner · Course · 1 - 3 Months
Rice University
Business Statistics and Analysis
Skills you'll gain: Probability & Statistics, Statistical Analysis, Business Analysis, General Statistics, Data Analysis, Spreadsheet Software, Basic Descriptive Statistics, Microsoft Excel, Statistical Tests, Probability Distribution, Business Intelligence, Data Analysis Software, Regression, Data Management, Critical Thinking, Data Visualization, Interactive Data Visualization, Plot (Graphics), Statistical Visualization
4.7
Rating, 4.7 out of 5 stars
12K reviews
Beginner · Specialization · 3 - 6 Months
University of Michigan
Statistics with Python
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Statistical Tests, Basic Descriptive Statistics, Probability Distribution, Python Programming, Statistical Visualization, Statistical Programming, Mathematics, Plot (Graphics), Regression, Correlation And Dependence, Data Visualization, Exploratory Data Analysis, Computer Programming, Data Model, Bayesian Statistics
4.6
Rating, 4.6 out of 5 stars
3.2K reviews
Beginner · Specialization · 1 - 3 Months
University of California, Santa Cruz
Bayesian Statistics
Skills you'll gain: Probability & Statistics, Bayesian Statistics, Probability Distribution, General Statistics, Statistical Analysis, R Programming, Statistical Programming, Mathematics, Regression, Data Analysis, Estimation, Statistical Tests, Machine Learning, Markov Model, Forecasting
4.6
Rating, 4.6 out of 5 stars
3.5K reviews
Intermediate · Specialization · 3 - 6 Months
Google
The Power of Statistics
Skills you'll gain: General Statistics, Probability Distribution, Python Programming, Statistical Analysis
4.8
Rating, 4.8 out of 5 stars
694 reviews
Advanced · Course · 1 - 3 Months
Meta
Statistics Foundations
Skills you'll gain: Basic Descriptive Statistics, Business Analysis, Data Analysis, Experiment, General Statistics, Marketing, Probability & Statistics, Probability Distribution, Regression, Statistical Analysis, Statistical Tests
4.7
Rating, 4.7 out of 5 stars
281 reviews
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Advanced Statistics for Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Mathematics, Statistical Tests, Linear Algebra, Algebra, Regression, Statistical Analysis, Biostatistics, Probability Distribution, Bayesian Statistics, Correlation And Dependence, Estimation, Basic Descriptive Statistics, Mathematical Theory & Analysis
4.4
Rating, 4.4 out of 5 stars
748 reviews
Advanced · Specialization · 3 - 6 Months
University of Amsterdam
Methods and Statistics in Social Sciences
Skills you'll gain: Probability & Statistics, Statistical Tests, General Statistics, Correlation And Dependence, Statistical Programming, Basic Descriptive Statistics, Statistical Analysis, Research and Design, Data Analysis, Regression, Adaptability, Computational Thinking, Critical Thinking, People Analysis, Theoretical Computer Science, Writing, Probability Distribution, Problem Solving, R Programming, Experiment, Computer Programming
4.6
Rating, 4.6 out of 5 stars
7.6K reviews
Beginner · Specialization · 3 - 6 Months
IIMA - IIM Ahmedabad
Pre-MBA Statistics
Skills you'll gain: Data Analysis, Data Science, General Statistics
4.6
Rating, 4.6 out of 5 stars
255 reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of Cape Town
Understanding Clinical Research: Behind the Statistics
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, General Statistics, Probability & Statistics, Statistical Tests, Critical Thinking, Biostatistics, Clinical Data Management, Statistical Visualization
4.8
Rating, 4.8 out of 5 stars
3.5K reviews
Beginner · Course · 1 - 3 Months
Status: Free
University of London
Probability and Statistics: To p or not to p?
Skills you'll gain: General Statistics, Probability & Statistics, Probability Distribution, Basic Descriptive Statistics, Statistical Analysis, Statistical Tests, Decision Making, Estimation, Data Analysis
4.6
Rating, 4.6 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 3 Months