What is statistical inference?

Statistical inference is the process whereby you can draw conclusions about a population based on random samples of that population and the statistics that you draw from those samples. When you rely on statistical inference, you take what you've observed about your samples of that population and apply them to the group as a whole. Applying statistical inference allows you to take what you know about the population as well as what's uncertain to make statements about the entire population based on your analysis.

Why is it important to learn about statistical inference?

If you want to learn about a certain population—whether they're customers or fellow employees—you can use statistical inference to draw conclusions about that population based on your analysis of data about them. You can't always survey or test an entire population to gain insight, but you can sample the population and make educated assumptions based on the data. Understanding statistical inference allows you to take that data and use it to draw conclusions that make sense and prove true.

How can I apply statistical inference in my career?

Statistical inference has plenty of benefits for different business sectors. Statisticians and data analysts use this method often to draw conclusions based on samples of populations. If you're in sales or product development, you can use statistical inference to determine which brands or products are popular with your customers or clients. Scientists use statistical inference to test hypotheses and draw conclusions when it's impossible for them to test or sample an entire population. You can apply statistical inference to analyze the data from surveys of any population that you sample.

How can online courses on Coursera help me learn about statistical inference?

Online courses on Coursera give you both a grasp of the concepts of statistical inference and practical applications. You'll learn from the best instructors in the academic world, and you can learn at a pace and schedule that best suits your schedule and lifestyle. When you finish our courses, you'll know how to use statistical inference in your career, which will give you an advantage whether you're trying to get better at your current job or whether you're looking to make a career change.

What are the benefits of taking an online Statistical Inference course?

Online Statistical Inference courses offer a convenient and flexible way to enhance your knowledge or learn new Statistical Inference skills. Choose from a wide range of Statistical Inference courses offered by top universities and industry leaders tailored to various skill levels.

What Statistical Inference courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistical Inference, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Best Statistical Inference Courses Online with Certificates [2024]

Explore the Statistical Inference Course Catalog

Johns Hopkins University
Statistical Inference
Skills you'll gain: General Statistics, Probability & Statistics, Probability Distribution, R Programming, Statistical Analysis, Statistical Programming, Statistical Tests, Basic Descriptive Statistics, Estimation, Data Analysis Software
4.2
Rating, 4.2 out of 5 stars
4.4K reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Science Foundations: Statistical Inference
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Estimation, Statistical Tests, Mathematics, Correlation And Dependence, Calculus
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
302 reviews
Intermediate · Specialization · 3 - 6 Months
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
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, Mathematics, Problem Solving, Statistical Visualization
4.6
Rating, 4.6 out of 5 stars
3.7K 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
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, Computer Programming, 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
University of Michigan
Inferential Statistical Analysis with Python
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Basic Descriptive Statistics, Data Analysis, Statistical Tests, Probability Distribution, Mathematics, Python Programming, Statistical Programming
4.6
Rating, 4.6 out of 5 stars
910 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Statistical Inference for Estimation in Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Probability Distribution, Estimation, Calculus, Statistical Tests
4.1
Rating, 4.1 out of 5 stars
81 reviews
Intermediate · Course · 1 - 3 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
668 reviews
Advanced · 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, Exploratory Data Analysis, R Programming, Computer Programming
4.6
Rating, 4.6 out of 5 stars
4.5K reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Learning for Data Science
Skills you'll gain: Machine Learning, Data Science, R Programming, Regression, Statistical Analysis
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
16 reviews
Intermediate · Specialization · 3 - 6 Months