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 .

Top Statistical Inference Courses - Learn Statistical Inference Online

Explore the Statistical Inference Course Catalog

Emory University
Math for MBA and GMAT Prep
Skills you'll gain: Regression Analysis, Data Visualization, Data Storytelling, Statistical Visualization, Business Mathematics, Descriptive Statistics, Microsoft Excel, Statistics, Business Analytics, Excel Formulas, Statistical Methods, Algebra, Descriptive Analytics, Probability & Statistics, Calculus
4.2
Rating, 4.2 out of 5 stars
42 reviews
Beginner · Course · 1 - 3 Months
EDHEC Business School
Advanced Portfolio Construction and Analysis with Python
Skills you'll gain: Portfolio Management, Investment Management, Investments, Financial Modeling, Financial Analysis, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Risk Analysis, Performance Analysis, Risk Management, Machine Learning
4.7
Rating, 4.7 out of 5 stars
506 reviews
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Pattern Discovery in Data Mining
Skills you'll gain: Data Mining, Big Data, Anomaly Detection, Text Mining, Unstructured Data, Data Processing, Spatial Data Analysis, Exploratory Data Analysis, Advanced Analytics, Statistical Methods, Algorithms, Scalability, Information Privacy
4.3
Rating, 4.3 out of 5 stars
325 reviews
Mixed · Course · 1 - 3 Months
Coursera Project Network
Discounted Cash Flow Modeling
Skills you'll gain: Financial Forecasting, Business Valuation, Financial Modeling, Financial Analysis, Cash Flows, Investment Banking, Capital Markets
4.3
Rating, 4.3 out of 5 stars
746 reviews
Intermediate · Guided Project · Less Than 2 Hours
Rice University
Business Statistics and Analysis Capstone
Skills you'll gain: Business Analytics, Statistical Analysis, Data Analysis, Data Presentation, Statistics, Analytical Skills, Technical Communication, Exploratory Data Analysis, Regression Analysis, Business, Strategic Partnership
4.7
Rating, 4.7 out of 5 stars
437 reviews
Mixed · Course · 1 - 4 Weeks
University of Cape Town
Julia Scientific Programming
Skills you'll gain: Box Plots, Jupyter, Statistical Analysis, Plot (Graphics), Statistical Methods, Scientific Visualization, Statistical Programming, Exploratory Data Analysis, Data Visualization Software, Data Analysis, Data Manipulation, Data Science, Other Programming Languages, Statistical Hypothesis Testing, Computer Programming, Mathematical Modeling
4.4
Rating, 4.4 out of 5 stars
433 reviews
Beginner · Course · 1 - 4 Weeks
Imperial College London
Measuring Disease in Epidemiology
Skills you'll gain: Epidemiology, Preventative Care, Program Evaluation, General Medical Tests and Procedures, Risk Analysis, Science and Research, Statistical Methods, Research
4.7
Rating, 4.7 out of 5 stars
767 reviews
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Developing Industrial Internet of Things
Skills you'll gain: Machine Learning Algorithms, Big Data, Internet Of Things, Analytics, Embedded Systems, Failure Analysis, File Systems, Debugging, Data Analysis, Machine Learning, Data Processing, Supervised Learning, IBM Cloud, Electronic Systems, Simulation and Simulation Software, Wireless Networks, Cloud Platforms, Computer Networking, Network Protocols, Technical Communication
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
800 reviews
Intermediate · Specialization · 3 - 6 Months
Status: New
Microsoft
Microsoft Data Visualization
Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Visualization Software, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Analysis, Statistical Analysis, Data Architecture, Correlation Analysis, Data Cleansing, Data Transformation, Database Design
4.6
Rating, 4.6 out of 5 stars
54 reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Colorado Boulder
Everyday Excel, Part 2
Skills you'll gain: Regression Analysis, Depreciation, Microsoft Excel, Statistical Modeling, Excel Formulas, Financial Analysis, Cash Flows, Predictive Modeling, Data Management, Spreadsheet Software, Financial Modeling, Data Analysis Expressions (DAX), Productivity Software, Business Mathematics, Finance, Advanced Analytics, Financial Forecasting, Process Optimization
4.7
Rating, 4.7 out of 5 stars
559 reviews
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Introduction to Business Analytics with R
Skills you'll gain: Tidyverse (R Package), Data Processing, Business Analytics, Data Transformation, Data Manipulation, R Programming, Business Analysis, Business Process Automation, Analytics, Data Cleansing, Exploratory Data Analysis, Data Visualization, Data Analysis, Statistical Programming, Data-Driven Decision-Making
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
284 reviews
Beginner · Course · 1 - 4 Weeks
Tufts University
Hypothesis Testing with Python and Excel
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Sampling (Statistics), Analytical Skills, Data Analysis, Business Analytics, Python Programming
4.2
Rating, 4.2 out of 5 stars
23 reviews
Intermediate · Course · 1 - 4 Weeks