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

University of Colorado Boulder
Statistics and Data Analysis with Excel, Part 1
Skills you'll gain: General Statistics, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
23 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
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
280 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Eindhoven University of Technology
Improving your statistical inferences
Skills you'll gain: Probability & Statistics, Statistical Tests, General Statistics, R Programming, Statistical Programming, Bayesian Statistics
4.9
Rating, 4.9 out of 5 stars
788 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
The Hong Kong University of Science and Technology
Python and Statistics for Financial Analysis
Skills you'll gain: Basic Descriptive Statistics, Computer Programming, Data Analysis, Finance, Financial Analysis, Probability & Statistics, Python Programming, Statistical Analysis, Data Analysis Software, General Statistics, Data Visualization
4.4
Rating, 4.4 out of 5 stars
4.3K reviews
Intermediate · Course · 1 - 4 Weeks
Duke University
Inferential Statistics
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Statistical Tests, Statistical Analysis, Probability Distribution, Basic Descriptive Statistics, R Programming, Statistical Programming, Statistical Visualization
4.8
Rating, 4.8 out of 5 stars
2.7K reviews
Beginner · Course · 1 - 3 Months
DeepLearning.AI
Probability & Statistics for Machine Learning & Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis
4.6
Rating, 4.6 out of 5 stars
497 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Statistics For Data Science
Skills you'll gain: Basic Descriptive Statistics, General Statistics, Statistical Analysis
3.9
Rating, 3.9 out of 5 stars
27 reviews
Beginner · Guided Project · Less Than 2 Hours
IBM
Statistics for Data Science with Python
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Basic Descriptive Statistics, Python Programming, Statistical Analysis, Statistical Tests, Mathematical Theory & Analysis, Statistical Programming, Data Visualization, Probability Distribution
4.5
Rating, 4.5 out of 5 stars
420 reviews
Mixed · Course · 1 - 3 Months
Imperial College London
Statistical Analysis with R for Public Health
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, Statistical Tests, R Programming, Regression, Biostatistics, Statistical Programming, Basic Descriptive Statistics, Exploratory Data Analysis, Critical Thinking, Correlation And Dependence, Probability Distribution, Epidemiology, Data Model
4.7
Rating, 4.7 out of 5 stars
2K reviews
Beginner · Specialization · 3 - 6 Months
Imperial College London
Introduction to Statistics & Data Analysis in Public Health
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, Basic Descriptive Statistics, Probability Distribution, Statistical Tests, Biostatistics, Epidemiology, R Programming
4.7
Rating, 4.7 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Understanding Data: Navigating Statistics, Science, and AI
Skills you'll gain: Data Analysis, Machine Learning
4.5
Rating, 4.5 out of 5 stars
21 reviews
Beginner · Specialization · 1 - 3 Months

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

Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
Probability and Statistics: To p or not to p?: University of London
Statistics Foundations: Meta
Improving your statistical inferences: Eindhoven University of Technology
Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology
Inferential Statistics: Duke University
Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
Statistics For Data Science: Coursera Project Network
Statistics for Data Science with Python: IBM
Statistical Analysis with R for Public Health: Imperial College London

Statistics Courses Online

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Explore the Statistics Course Catalog

Statistics and Data Analysis with Excel, Part 1

Probability and Statistics: To p or not to p?

Statistics Foundations

Improving your statistical inferences

Python and Statistics for Financial Analysis

Inferential Statistics

Probability & Statistics for Machine Learning & Data Science

Statistics For Data Science

Statistics for Data Science with Python

Statistical Analysis with R for Public Health

Introduction to Statistics & Data Analysis in Public Health

Understanding Data: Navigating Statistics, Science, and AI

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