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.

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Explore the Statistics Course Catalog

Johns Hopkins University
Data Science: Foundations using R
Skills you'll gain: Data Analysis, R Programming, Statistical Programming, Exploratory Data Analysis, Computer Programming, Computer Programming Tools, Data Management, Programming Principles, Data Structures, Statistical Analysis, Critical Thinking, Problem Solving, General Statistics, Basic Descriptive Statistics, Statistical Tests, Computational Thinking, Big Data, Data Mining, Data Visualization, Databases, Extract, Transform, Load, Plot (Graphics), Communication, Computer Graphic Techniques, Computer Graphics, Interactive Data Visualization, Knitr, Visualization (Computer Graphics)
4.6
Rating, 4.6 out of 5 stars
48K reviews
Beginner · Specialization · 3 - 6 Months
Rice University
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
Skills you'll gain: Probability & Statistics, Statistical Analysis, Basic Descriptive Statistics, Business Analysis, Business Intelligence, Spreadsheet Software, Microsoft Excel, Probability Distribution, General Statistics
4.7
Rating, 4.7 out of 5 stars
2.6K reviews
Mixed · Course · 1 - 4 Weeks
University of London
Statistics for International Business
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Basic Descriptive Statistics, Data Analysis, Statistical Tests, Probability Distribution, Correlation And Dependence, Critical Thinking, Mathematical Theory & Analysis
3.7
Rating, 3.7 out of 5 stars
300 reviews
Mixed · Course · 1 - 4 Weeks
Arizona State University
Design of Experiments
Skills you'll gain: Probability & Statistics, Experiment, Statistical Analysis, General Statistics, Statistical Tests, Data Analysis, Research and Design, Regression, Plot (Graphics), Data Analysis Software, Statistical Visualization
4.7
Rating, 4.7 out of 5 stars
352 reviews
Beginner · Specialization · 3 - 6 Months
Coursera Project Network
Basic Statistics in Python (Correlations and T-tests)
Skills you'll gain: Computer Programming, Data Visualization, Python Programming, Statistical Analysis
4.4
Rating, 4.4 out of 5 stars
31 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
University of Leeds
Exploratory Data Analysis
Skills you'll gain: Data Analysis, Data Visualization
4.3
Rating, 4.3 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Databricks
Introduction to Bayesian Statistics
Skills you'll gain: General Statistics, Probability & Statistics, Probability Distribution, Bayesian Statistics, Python Programming
4.2
Rating, 4.2 out of 5 stars
89 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Probability Theory: Foundation for Data Science
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Correlation And Dependence, Mathematics
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
242 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Statistics and Data Analysis with Excel, Part 2
Skills you'll gain: Microsoft Excel
Intermediate · Course · 1 - 3 Months
American Psychological Association
Statistics in Psychological Research
Skills you'll gain: Data Analysis, General Statistics
4.5
Rating, 4.5 out of 5 stars
34 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Modern Regression Analysis in R
Skills you'll gain: General Statistics, Statistical Analysis, Probability & Statistics, Regression, R Programming
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
30 reviews
Intermediate · Course · 1 - 3 Months
IBM
Statistical Analysis Fundamentals using Excel
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, Data Visualization, General Statistics, Probability & Statistics, Python Programming, Statistical Analysis, Statistical Tests, Probability Distribution, Statistical Visualization, Forecasting, Microsoft Excel
4.6
Rating, 4.6 out of 5 stars
69 reviews
Intermediate · Course · 1 - 3 Months

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

Data Science: Foundations using R: Johns Hopkins University
Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions: Rice University
Statistics for International Business: University of London
Design of Experiments: Arizona State University
Basic Statistics in Python (Correlations and T-tests): Coursera Project Network
Exploratory Data Analysis: University of Leeds
Introduction to Bayesian Statistics: Databricks
Probability Theory: Foundation for Data Science: University of Colorado Boulder
Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
Statistics in Psychological Research: American Psychological Association

Statistics Courses Online

Filter by

Explore the Statistics Course Catalog

Data Science: Foundations using R

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

Statistics for International Business

Design of Experiments

Basic Statistics in Python (Correlations and T-tests)

Exploratory Data Analysis

Introduction to Bayesian Statistics

Probability Theory: Foundation for Data Science

Statistics and Data Analysis with Excel, Part 2

Statistics in Psychological Research

Modern Regression Analysis in R

Statistical Analysis Fundamentals using Excel

Statistics learners also search

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

Frequently Asked Questions about Statistics

What skills can I learn in statistics courses on Coursera?‎

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

What statistics certifications and credentials are available?‎

What career opportunities are available with skills in statistics?‎

How can I purchase statistics training courses for my team?‎

Other topics to explore