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

University of Pennsylvania
ESG Impact: Investor Perspective
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Investments, Return On Investment, Portfolio Management, Sustainability Reporting, Environmental Management Systems, Business Metrics, Stakeholder Management, Market Trend, Risk Management, Correlation Analysis, Trend Analysis, Performance Analysis
4.7
Rating, 4.7 out of 5 stars
230 reviews
Mixed · Course · 1 - 4 Weeks
University of Minnesota
Introduction to Recommender Systems: Non-Personalized and Content-Based
Skills you'll gain: Taxonomy, Spreadsheet Software, Machine Learning, Predictive Analytics, Data Mining, Persona Development, Information Architecture, Statistics, Algorithms, Java
4.4
Rating, 4.4 out of 5 stars
647 reviews
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Statistical Thermodynamics
Skills you'll gain: Quantitative Research, Thermal Management, Mechanical Engineering, Engineering Calculations, Engineering Analysis, Numerical Analysis, Engineering, Differential Equations, Simulation and Simulation Software, Physics, Applied Mathematics, Mechanics, Probability Distribution, Mathematical Modeling, Process Engineering, Semiconductors, Advanced Mathematics, Statistics, Physical Science, Simulations
4.5
Rating, 4.5 out of 5 stars
1K reviews
Advanced · Specialization · 3 - 6 Months
Status: Free
Coursera Project Network
Introduction to Business Analysis Using Spreadsheets: Basics
Skills you'll gain: Google Sheets, Spreadsheet Software, Data Presentation, Data Analysis, Data Visualization Software, Productivity Software, Business Analysis, Data Manipulation, Descriptive Statistics, Statistics, Excel Formulas, Data Cleansing, Mathematical Software
4.3
Rating, 4.3 out of 5 stars
997 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: New
DeepLearning.AI
Python for Data Analytics
Skills you'll gain: Data Visualization Software, Time Series Analysis and Forecasting, Descriptive Statistics, Pandas (Python Package), Statistics, Data Analysis, Jupyter, Scatter Plots, Data Manipulation, Statistical Analysis, Matplotlib, Histogram, Python Programming, Programming Principles, Forecasting, Data Structures
Beginner · Course · 1 - 3 Months
University of California, Davis
Creating Dashboards and Storytelling with Tableau
Skills you'll gain: Data Storytelling, Data Presentation, Key Performance Indicators (KPIs), Dashboard, Interactive Data Visualization, Tableau Software, Data Visualization Software, Data Visualization, Data-Driven Decision-Making, Storytelling, Performance Metric, Performance Measurement, Performance Analysis, Business Metrics, Statistical Reporting, Customer Analysis, Requirements Analysis, Presentations, Public Speaking
4.6
Rating, 4.6 out of 5 stars
1K reviews
Beginner · Course · 1 - 4 Weeks
Universidad Nacional Autónoma de México
Administración financiera y su función en la empresa
Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Management, Corporate Finance, Performance Measurement, Financial Data, Capital Budgeting, Financial Analysis, Budgeting, Financial Modeling, Balance Sheet, Profit and Loss (P&L) Management, Financial Planning, Cash Flows, Stakeholder Management, Performance Analysis, Business Ethics
4.8
Rating, 4.8 out of 5 stars
1.7K reviews
Intermediate · Course · 1 - 3 Months
Pontificia Universidad Católica de Chile
Evaluación de Proyectos de Inversión
Skills you'll gain: Financial Analysis, Capital Budgeting, Project Finance, Return On Investment, Financial Modeling, Investment Management, Cash Flows, Risk Analysis, Corporate Strategy, Business Strategy
4.9
Rating, 4.9 out of 5 stars
456 reviews
Mixed · Course · 1 - 4 Weeks
University of London
Statistics for International Business
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Estimation, Probability, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Data Visualization, Decision Making, Data Analysis, Statistical Analysis, Histogram
3.8
Rating, 3.8 out of 5 stars
306 reviews
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Essential Linear Algebra for Data Science
Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis
4.4
Rating, 4.4 out of 5 stars
169 reviews
Intermediate · Course · 1 - 3 Months
Google Cloud
Managing Machine Learning Projects with Google Cloud
Skills you'll gain: Data Ethics, Google Cloud Platform, Applied Machine Learning, Image Analysis, Machine Learning, Computer Vision, Data Strategy, Business Ethics, Data Governance, Analytical Skills, Feasibility Studies, Business Analysis, Project Management Life Cycle, Business Intelligence
4.6
Rating, 4.6 out of 5 stars
3.7K reviews
Beginner · Course · 1 - 3 Months
Status: New
American Psychological Association
t-Tests of Hypotheses About Means
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Statistical Reporting, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Inference, Descriptive Statistics, Experimentation, Probability Distribution, Data Analysis
Beginner · Course · 1 - 3 Months